<!DOCTYPE html>
<html>
<head>

<meta charset="utf-8" />
<title>spectral_features</title>

<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>

<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*//*! normalize.css v3.0.2 | MIT License | git.io/normalize */html{font-family:sans-serif;-ms-text-size-adjust:100%;-webkit-text-size-adjust:100%}body{margin:0}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,strong{font-weight:bold}dfn{font-style:italic}h1{font-size:2em;margin:.67em 0}mark{background:#ff0;color:#000}small{font-size:80%}sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}sup{top:-0.5em}sub{bottom:-0.25em}img{border:0}svg:not(:root){overflow:hidden}figure{margin:1em 40px}hr{-moz-box-sizing:content-box;box-sizing:content-box;height:0}pre{overflow:auto}code,kbd,pre,samp{font-family:monospace,monospace;font-size:1em}button,input,optgroup,select,textarea{color:inherit;font:inherit;margin:0}button{overflow:visible}button,select{text-transform:none}button,html input[type="button"],input[type="reset"],input[type="submit"]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{border:0;padding:0}input{line-height:normal}input[type="checkbox"],input[type="radio"]{box-sizing:border-box;padding:0}input[type="number"]::-webkit-inner-spin-button,input[type="number"]::-webkit-outer-spin-button{height:auto}input[type="search"]{-webkit-appearance:textfield;-moz-box-sizing:content-box;-webkit-box-sizing:content-box;box-sizing:content-box}input[type="search"]::-webkit-search-cancel-button,input[type="search"]::-webkit-search-decoration{-webkit-appearance:none}fieldset{border:1px solid #c0c0c0;margin:0 2px;padding:.35em .625em .75em}legend{border:0;padding:0}textarea{overflow:auto}optgroup{font-weight:bold}table{border-collapse:collapse;border-spacing:0}td,th{padding:0}/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */@media print{*,*:before,*:after{background:transparent !important;color:#000 !important;box-shadow:none !important;text-shadow:none !important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href) ")"}abbr[title]:after{content:" (" attr(title) ")"}a[href^="#"]:after,a[href^="javascript:"]:after{content:""}pre,blockquote{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}tr,img{page-break-inside:avoid}img{max-width:100% !important}p,h2,h3{orphans:3;widows:3}h2,h3{page-break-after:avoid}select{background:#fff !important}.navbar{display:none}.btn>.caret,.dropup>.btn>.caret{border-top-color:#000 !important}.label{border:1px solid #000}.table{border-collapse:collapse !important}.table td,.table th{background-color:#fff !important}.table-bordered th,.table-bordered td{border:1px solid #ddd !important}}@font-face{font-family:'Glyphicons Halflings';src:url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');src:url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'),url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'),url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'),url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg')}.glyphicon{position:relative;top:1px;display:inline-block;font-family:'Glyphicons Halflings';font-style:normal;font-weight:normal;line-height:1;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.glyphicon-asterisk:before{content:"\2a"}.glyphicon-plus:before{content:"\2b"}.glyphicon-euro:before,.glyphicon-eur:before{content:"\20ac"}.glyphicon-minus:before{content:"\2212"}.glyphicon-cloud:before{content:"\2601"}.glyphicon-envelope:before{content:"\2709"}.glyphicon-pencil:before{content:"\270f"}.glyphicon-glass:before{content:"\e001"}.glyphicon-music:before{content:"\e002"}.glyphicon-search:before{content:"\e003"}.glyphicon-heart:before{content:"\e005"}.glyphicon-star:before{content:"\e006"}.glyphicon-star-empty:before{content:"\e007"}.glyphicon-user:before{content:"\e008"}.glyphicon-film:before{content:"\e009"}.glyphicon-th-large:before{content:"\e010"}.glyphicon-th:before{content:"\e011"}.glyphicon-th-list:before{content:"\e012"}.glyphicon-ok:before{content:"\e013"}.glyphicon-remove:before{content:"\e014"}.glyphicon-zoom-in:before{content:"\e015"}.glyphicon-zoom-out:before{content:"\e016"}.glyphicon-off:before{content:"\e017"}.glyphicon-signal:before{content:"\e018"}.glyphicon-cog:before{content:"\e019"}.glyphicon-trash:before{content:"\e020"}.glyphicon-home:before{content:"\e021"}.glyphicon-file:before{content:"\e022"}.glyphicon-time:before{content:"\e023"}.glyphicon-road:before{content:"\e024"}.glyphicon-download-alt:before{content:"\e025"}.glyphicon-download:before{content:"\e026"}.glyphicon-upload:before{content:"\e027"}.glyphicon-inbox:before{content:"\e028"}.glyphicon-play-circle:before{content:"\e029"}.glyphicon-repeat:before{content:"\e030"}.glyphicon-refresh:before{content:"\e031"}.glyphicon-list-alt:before{content:"\e032"}.glyphicon-lock:before{content:"\e033"}.glyphicon-flag:before{content:"\e034"}.glyphicon-headphones:before{content:"\e035"}.glyphicon-volume-off:before{content:"\e036"}.glyphicon-volume-down:before{content:"\e037"}.glyphicon-volume-up:before{content:"\e038"}.glyphicon-qrcode:before{content:"\e039"}.glyphicon-barcode:before{content:"\e040"}.glyphicon-tag:before{content:"\e041"}.glyphicon-tags:before{content:"\e042"}.glyphicon-book:before{content:"\e043"}.glyphicon-bookmark:before{content:"\e044"}.glyphicon-print:before{content:"\e045"}.glyphicon-camera:before{content:"\e046"}.glyphicon-font:before{content:"\e047"}.glyphicon-bold:before{content:"\e048"}.glyphicon-italic:before{content:"\e049"}.glyphicon-text-height:before{content:"\e050"}.glyphicon-text-width:before{content:"\e051"}.glyphicon-align-left:before{content:"\e052"}.glyphicon-align-center:before{content:"\e053"}.glyphicon-align-right:before{content:"\e054"}.glyphicon-align-justify:before{content:"\e055"}.glyphicon-list:before{content:"\e056"}.glyphicon-indent-left:before{content:"\e057"}.glyphicon-indent-right:before{content:"\e058"}.glyphicon-facetime-video:before{content:"\e059"}.glyphicon-picture:before{content:"\e060"}.glyphicon-map-marker:before{content:"\e062"}.glyphicon-adjust:before{content:"\e063"}.glyphicon-tint:before{content:"\e064"}.glyphicon-edit:before{content:"\e065"}.glyphicon-share:before{content:"\e066"}.glyphicon-check:before{content:"\e067"}.glyphicon-move:before{content:"\e068"}.glyphicon-step-backward:before{content:"\e069"}.glyphicon-fast-backward:before{content:"\e070"}.glyphicon-backward:before{content:"\e071"}.glyphicon-play:before{content:"\e072"}.glyphicon-pause:before{content:"\e073"}.glyphicon-stop:before{content:"\e074"}.glyphicon-forward:before{content:"\e075"}.glyphicon-fast-forward:before{content:"\e076"}.glyphicon-step-forward:before{content:"\e077"}.glyphicon-eject:before{content:"\e078"}.glyphicon-chevron-left:before{content:"\e079"}.glyphicon-chevron-right:before{content:"\e080"}.glyphicon-plus-sign:before{content:"\e081"}.glyphicon-minus-sign:before{content:"\e082"}.glyphicon-remove-sign:before{content:"\e083"}.glyphicon-ok-sign:before{content:"\e084"}.glyphicon-question-sign:before{content:"\e085"}.glyphicon-info-sign:before{content:"\e086"}.glyphicon-screenshot:before{content:"\e087"}.glyphicon-remove-circle:before{content:"\e088"}.glyphicon-ok-circle:before{content:"\e089"}.glyphicon-ban-circle:before{content:"\e090"}.glyphicon-arrow-left:before{content:"\e091"}.glyphicon-arrow-right:before{content:"\e092"}.glyphicon-arrow-up:before{content:"\e093"}.glyphicon-arrow-down:before{content:"\e094"}.glyphicon-share-alt:before{content:"\e095"}.glyphicon-resize-full:before{content:"\e096"}.glyphicon-resize-small:before{content:"\e097"}.glyphicon-exclamation-sign:before{content:"\e101"}.glyphicon-gift:before{content:"\e102"}.glyphicon-leaf:before{content:"\e103"}.glyphicon-fire:before{content:"\e104"}.glyphicon-eye-open:before{content:"\e105"}.glyphicon-eye-close:before{content:"\e106"}.glyphicon-warning-sign:before{content:"\e107"}.glyphicon-plane:before{content:"\e108"}.glyphicon-calendar:before{content:"\e109"}.glyphicon-random:before{content:"\e110"}.glyphicon-comment:before{content:"\e111"}.glyphicon-magnet:before{content:"\e112"}.glyphicon-chevron-up:before{content:"\e113"}.glyphicon-chevron-down:before{content:"\e114"}.glyphicon-retweet:before{content:"\e115"}.glyphicon-shopping-cart:before{content:"\e116"}.glyphicon-folder-close:before{content:"\e117"}.glyphicon-folder-open:before{content:"\e118"}.glyphicon-resize-vertical:before{content:"\e119"}.glyphicon-resize-horizontal:before{content:"\e120"}.glyphicon-hdd:before{content:"\e121"}.glyphicon-bullhorn:before{content:"\e122"}.glyphicon-bell:before{content:"\e123"}.glyphicon-certificate:before{content:"\e124"}.glyphicon-thumbs-up:before{content:"\e125"}.glyphicon-thumbs-down:before{content:"\e126"}.glyphicon-hand-right:before{content:"\e127"}.glyphicon-hand-left:before{content:"\e128"}.glyphicon-hand-up:before{content:"\e129"}.glyphicon-hand-down:before{content:"\e130"}.glyphicon-circle-arrow-right:before{content:"\e131"}.glyphicon-circle-arrow-left:before{content:"\e132"}.glyphicon-circle-arrow-up:before{content:"\e133"}.glyphicon-circle-arrow-down:before{content:"\e134"}.glyphicon-globe:before{content:"\e135"}.glyphicon-wrench:before{content:"\e136"}.glyphicon-tasks:before{content:"\e137"}.glyphicon-filter:before{content:"\e138"}.glyphicon-briefcase:before{content:"\e139"}.glyphicon-fullscreen:before{content:"\e140"}.glyphicon-dashboard:before{content:"\e141"}.glyphicon-paperclip:before{content:"\e142"}.glyphicon-heart-empty:before{content:"\e143"}.glyphicon-link:before{content:"\e144"}.glyphicon-phone:before{content:"\e145"}.glyphicon-pushpin:before{content:"\e146"}.glyphicon-usd:before{content:"\e148"}.glyphicon-gbp:before{content:"\e149"}.glyphicon-sort:before{content:"\e150"}.glyphicon-sort-by-alphabet:before{content:"\e151"}.glyphicon-sort-by-alphabet-alt:before{content:"\e152"}.glyphicon-sort-by-order:before{content:"\e153"}.glyphicon-sort-by-order-alt:before{content:"\e154"}.glyphicon-sort-by-attributes:before{content:"\e155"}.glyphicon-sort-by-attributes-alt:before{content:"\e156"}.glyphicon-unchecked:before{content:"\e157"}.glyphicon-expand:before{content:"\e158"}.glyphicon-collapse-down:before{content:"\e159"}.glyphicon-collapse-up:before{content:"\e160"}.glyphicon-log-in:before{content:"\e161"}.glyphicon-flash:before{content:"\e162"}.glyphicon-log-out:before{content:"\e163"}.glyphicon-new-window:before{content:"\e164"}.glyphicon-record:before{content:"\e165"}.glyphicon-save:before{content:"\e166"}.glyphicon-open:before{content:"\e167"}.glyphicon-saved:before{content:"\e168"}.glyphicon-import:before{content:"\e169"}.glyphicon-export:before{content:"\e170"}.glyphicon-send:before{content:"\e171"}.glyphicon-floppy-disk:before{content:"\e172"}.glyphicon-floppy-saved:before{content:"\e173"}.glyphicon-floppy-remove:before{content:"\e174"}.glyphicon-floppy-save:before{content:"\e175"}.glyphicon-floppy-open:before{content:"\e176"}.glyphicon-credit-card:before{content:"\e177"}.glyphicon-transfer:before{content:"\e178"}.glyphicon-cutlery:before{content:"\e179"}.glyphicon-header:before{content:"\e180"}.glyphicon-compressed:before{content:"\e181"}.glyphicon-earphone:before{content:"\e182"}.glyphicon-phone-alt:before{content:"\e183"}.glyphicon-tower:before{content:"\e184"}.glyphicon-stats:before{content:"\e185"}.glyphicon-sd-video:before{content:"\e186"}.glyphicon-hd-video:before{content:"\e187"}.glyphicon-subtitles:before{content:"\e188"}.glyphicon-sound-stereo:before{content:"\e189"}.glyphicon-sound-dolby:before{content:"\e190"}.glyphicon-sound-5-1:before{content:"\e191"}.glyphicon-sound-6-1:before{content:"\e192"}.glyphicon-sound-7-1:before{content:"\e193"}.glyphicon-copyright-mark:before{content:"\e194"}.glyphicon-registration-mark:before{content:"\e195"}.glyphicon-cloud-download:before{content:"\e197"}.glyphicon-cloud-upload:before{content:"\e198"}.glyphicon-tree-conifer:before{content:"\e199"}.glyphicon-tree-deciduous:before{content:"\e200"}*{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}*:before,*:after{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}html{font-size:10px;-webkit-tap-highlight-color:rgba(0,0,0,0)}body{font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:13px;line-height:1.42857143;color:#000;background-color:#fff}input,button,select,textarea{font-family:inherit;font-size:inherit;line-height:inherit}a{color:#337ab7;text-decoration:none}a:hover,a:focus{color:#23527c;text-decoration:underline}a:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}figure{margin:0}img{vertical-align:middle}.img-responsive,.thumbnail>img,.thumbnail a>img,.carousel-inner>.item>img,.carousel-inner>.item>a>img{display:block;max-width:100%;height:auto}.img-rounded{border-radius:3px}.img-thumbnail{padding:4px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:2px;-webkit-transition:all .2s ease-in-out;-o-transition:all .2s ease-in-out;transition:all .2s ease-in-out;display:inline-block;max-width:100%;height:auto}.img-circle{border-radius:50%}hr{margin-top:18px;margin-bottom:18px;border:0;border-top:1px solid #eee}.sr-only{position:absolute;width:1px;height:1px;margin:-1px;padding:0;overflow:hidden;clip:rect(0, 0, 0, 0);border:0}.sr-only-focusable:active,.sr-only-focusable:focus{position:static;width:auto;height:auto;margin:0;overflow:visible;clip:auto}h1,h2,h3,h4,h5,h6,.h1,.h2,.h3,.h4,.h5,.h6{font-family:inherit;font-weight:500;line-height:1.1;color:inherit}h1 small,h2 small,h3 small,h4 small,h5 small,h6 small,.h1 small,.h2 small,.h3 small,.h4 small,.h5 small,.h6 small,h1 .small,h2 .small,h3 .small,h4 .small,h5 .small,h6 .small,.h1 .small,.h2 .small,.h3 .small,.h4 .small,.h5 .small,.h6 .small{font-weight:normal;line-height:1;color:#777}h1,.h1,h2,.h2,h3,.h3{margin-top:18px;margin-bottom:9px}h1 small,.h1 small,h2 small,.h2 small,h3 small,.h3 small,h1 .small,.h1 .small,h2 .small,.h2 .small,h3 .small,.h3 .small{font-size:65%}h4,.h4,h5,.h5,h6,.h6{margin-top:9px;margin-bottom:9px}h4 small,.h4 small,h5 small,.h5 small,h6 small,.h6 small,h4 .small,.h4 .small,h5 .small,.h5 .small,h6 .small,.h6 .small{font-size:75%}h1,.h1{font-size:33px}h2,.h2{font-size:27px}h3,.h3{font-size:23px}h4,.h4{font-size:17px}h5,.h5{font-size:13px}h6,.h6{font-size:12px}p{margin:0 0 9px}.lead{margin-bottom:18px;font-size:14px;font-weight:300;line-height:1.4}@media (min-width:768px){.lead{font-size:19.5px}}small,.small{font-size:92%}mark,.mark{background-color:#fcf8e3;padding:.2em}.text-left{text-align:left}.text-right{text-align:right}.text-center{text-align:center}.text-justify{text-align:justify}.text-nowrap{white-space:nowrap}.text-lowercase{text-transform:lowercase}.text-uppercase{text-transform:uppercase}.text-capitalize{text-transform:capitalize}.text-muted{color:#777}.text-primary{color:#337ab7}a.text-primary:hover{color:#286090}.text-success{color:#3c763d}a.text-success:hover{color:#2b542c}.text-info{color:#31708f}a.text-info:hover{color:#245269}.text-warning{color:#8a6d3b}a.text-warning:hover{color:#66512c}.text-danger{color:#a94442}a.text-danger:hover{color:#843534}.bg-primary{color:#fff;background-color:#337ab7}a.bg-primary:hover{background-color:#286090}.bg-success{background-color:#dff0d8}a.bg-success:hover{background-color:#c1e2b3}.bg-info{background-color:#d9edf7}a.bg-info:hover{background-color:#afd9ee}.bg-warning{background-color:#fcf8e3}a.bg-warning:hover{background-color:#f7ecb5}.bg-danger{background-color:#f2dede}a.bg-danger:hover{background-color:#e4b9b9}.page-header{padding-bottom:8px;margin:36px 0 18px;border-bottom:1px solid #eee}ul,ol{margin-top:0;margin-bottom:9px}ul ul,ol ul,ul ol,ol ol{margin-bottom:0}.list-unstyled{padding-left:0;list-style:none}.list-inline{padding-left:0;list-style:none;margin-left:-5px}.list-inline>li{display:inline-block;padding-left:5px;padding-right:5px}dl{margin-top:0;margin-bottom:18px}dt,dd{line-height:1.42857143}dt{font-weight:bold}dd{margin-left:0}@media (min-width:541px){.dl-horizontal dt{float:left;width:160px;clear:left;text-align:right;overflow:hidden;text-overflow:ellipsis;white-space:nowrap}.dl-horizontal dd{margin-left:180px}}abbr[title],abbr[data-original-title]{cursor:help;border-bottom:1px dotted #777}.initialism{font-size:90%;text-transform:uppercase}blockquote{padding:9px 18px;margin:0 0 18px;font-size:inherit;border-left:5px solid #eee}blockquote p:last-child,blockquote ul:last-child,blockquote ol:last-child{margin-bottom:0}blockquote footer,blockquote small,blockquote .small{display:block;font-size:80%;line-height:1.42857143;color:#777}blockquote footer:before,blockquote small:before,blockquote .small:before{content:'\2014 \00A0'}.blockquote-reverse,blockquote.pull-right{padding-right:15px;padding-left:0;border-right:5px solid #eee;border-left:0;text-align:right}.blockquote-reverse footer:before,blockquote.pull-right footer:before,.blockquote-reverse small:before,blockquote.pull-right small:before,.blockquote-reverse .small:before,blockquote.pull-right .small:before{content:''}.blockquote-reverse footer:after,blockquote.pull-right footer:after,.blockquote-reverse small:after,blockquote.pull-right small:after,.blockquote-reverse .small:after,blockquote.pull-right .small:after{content:'\00A0 \2014'}address{margin-bottom:18px;font-style:normal;line-height:1.42857143}code,kbd,pre,samp{font-family:monospace}code{padding:2px 4px;font-size:90%;color:#c7254e;background-color:#f9f2f4;border-radius:2px}kbd{padding:2px 4px;font-size:90%;color:#fff;background-color:#333;border-radius:1px;box-shadow:inset 0 -1px 0 rgba(0,0,0,0.25)}kbd kbd{padding:0;font-size:100%;font-weight:bold;box-shadow:none}pre{display:block;padding:8.5px;margin:0 0 9px;font-size:12px;line-height:1.42857143;word-break:break-all;word-wrap:break-word;color:#333;background-color:#f5f5f5;border:1px solid #ccc;border-radius:2px}pre code{padding:0;font-size:inherit;color:inherit;white-space:pre-wrap;background-color:transparent;border-radius:0}.pre-scrollable{max-height:340px;overflow-y:scroll}.container{margin-right:auto;margin-left:auto;padding-left:0;padding-right:0}@media (min-width:768px){.container{width:768px}}@media (min-width:992px){.container{width:940px}}@media (min-width:1200px){.container{width:1140px}}.container-fluid{margin-right:auto;margin-left:auto;padding-left:0;padding-right:0}.row{margin-left:0;margin-right:0}.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12{position:relative;min-height:1px;padding-left:0;padding-right:0}.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12{float:left}.col-xs-12{width:100%}.col-xs-11{width:91.66666667%}.col-xs-10{width:83.33333333%}.col-xs-9{width:75%}.col-xs-8{width:66.66666667%}.col-xs-7{width:58.33333333%}.col-xs-6{width:50%}.col-xs-5{width:41.66666667%}.col-xs-4{width:33.33333333%}.col-xs-3{width:25%}.col-xs-2{width:16.66666667%}.col-xs-1{width:8.33333333%}.col-xs-pull-12{right:100%}.col-xs-pull-11{right:91.66666667%}.col-xs-pull-10{right:83.33333333%}.col-xs-pull-9{right:75%}.col-xs-pull-8{right:66.66666667%}.col-xs-pull-7{right:58.33333333%}.col-xs-pull-6{right:50%}.col-xs-pull-5{right:41.66666667%}.col-xs-pull-4{right:33.33333333%}.col-xs-pull-3{right:25%}.col-xs-pull-2{right:16.66666667%}.col-xs-pull-1{right:8.33333333%}.col-xs-pull-0{right:auto}.col-xs-push-12{left:100%}.col-xs-push-11{left:91.66666667%}.col-xs-push-10{left:83.33333333%}.col-xs-push-9{left:75%}.col-xs-push-8{left:66.66666667%}.col-xs-push-7{left:58.33333333%}.col-xs-push-6{left:50%}.col-xs-push-5{left:41.66666667%}.col-xs-push-4{left:33.33333333%}.col-xs-push-3{left:25%}.col-xs-push-2{left:16.66666667%}.col-xs-push-1{left:8.33333333%}.col-xs-push-0{left:auto}.col-xs-offset-12{margin-left:100%}.col-xs-offset-11{margin-left:91.66666667%}.col-xs-offset-10{margin-left:83.33333333%}.col-xs-offset-9{margin-left:75%}.col-xs-offset-8{margin-left:66.66666667%}.col-xs-offset-7{margin-left:58.33333333%}.col-xs-offset-6{margin-left:50%}.col-xs-offset-5{margin-left:41.66666667%}.col-xs-offset-4{margin-left:33.33333333%}.col-xs-offset-3{margin-left:25%}.col-xs-offset-2{margin-left:16.66666667%}.col-xs-offset-1{margin-left:8.33333333%}.col-xs-offset-0{margin-left:0}@media (min-width:768px){.col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12{float:left}.col-sm-12{width:100%}.col-sm-11{width:91.66666667%}.col-sm-10{width:83.33333333%}.col-sm-9{width:75%}.col-sm-8{width:66.66666667%}.col-sm-7{width:58.33333333%}.col-sm-6{width:50%}.col-sm-5{width:41.66666667%}.col-sm-4{width:33.33333333%}.col-sm-3{width:25%}.col-sm-2{width:16.66666667%}.col-sm-1{width:8.33333333%}.col-sm-pull-12{right:100%}.col-sm-pull-11{right:91.66666667%}.col-sm-pull-10{right:83.33333333%}.col-sm-pull-9{right:75%}.col-sm-pull-8{right:66.66666667%}.col-sm-pull-7{right:58.33333333%}.col-sm-pull-6{right:50%}.col-sm-pull-5{right:41.66666667%}.col-sm-pull-4{right:33.33333333%}.col-sm-pull-3{right:25%}.col-sm-pull-2{right:16.66666667%}.col-sm-pull-1{right:8.33333333%}.col-sm-pull-0{right:auto}.col-sm-push-12{left:100%}.col-sm-push-11{left:91.66666667%}.col-sm-push-10{left:83.33333333%}.col-sm-push-9{left:75%}.col-sm-push-8{left:66.66666667%}.col-sm-push-7{left:58.33333333%}.col-sm-push-6{left:50%}.col-sm-push-5{left:41.66666667%}.col-sm-push-4{left:33.33333333%}.col-sm-push-3{left:25%}.col-sm-push-2{left:16.66666667%}.col-sm-push-1{left:8.33333333%}.col-sm-push-0{left:auto}.col-sm-offset-12{margin-left:100%}.col-sm-offset-11{margin-left:91.66666667%}.col-sm-offset-10{margin-left:83.33333333%}.col-sm-offset-9{margin-left:75%}.col-sm-offset-8{margin-left:66.66666667%}.col-sm-offset-7{margin-left:58.33333333%}.col-sm-offset-6{margin-left:50%}.col-sm-offset-5{margin-left:41.66666667%}.col-sm-offset-4{margin-left:33.33333333%}.col-sm-offset-3{margin-left:25%}.col-sm-offset-2{margin-left:16.66666667%}.col-sm-offset-1{margin-left:8.33333333%}.col-sm-offset-0{margin-left:0}}@media (min-width:992px){.col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12{float:left}.col-md-12{width:100%}.col-md-11{width:91.66666667%}.col-md-10{width:83.33333333%}.col-md-9{width:75%}.col-md-8{width:66.66666667%}.col-md-7{width:58.33333333%}.col-md-6{width:50%}.col-md-5{width:41.66666667%}.col-md-4{width:33.33333333%}.col-md-3{width:25%}.col-md-2{width:16.66666667%}.col-md-1{width:8.33333333%}.col-md-pull-12{right:100%}.col-md-pull-11{right:91.66666667%}.col-md-pull-10{right:83.33333333%}.col-md-pull-9{right:75%}.col-md-pull-8{right:66.66666667%}.col-md-pull-7{right:58.33333333%}.col-md-pull-6{right:50%}.col-md-pull-5{right:41.66666667%}.col-md-pull-4{right:33.33333333%}.col-md-pull-3{right:25%}.col-md-pull-2{right:16.66666667%}.col-md-pull-1{right:8.33333333%}.col-md-pull-0{right:auto}.col-md-push-12{left:100%}.col-md-push-11{left:91.66666667%}.col-md-push-10{left:83.33333333%}.col-md-push-9{left:75%}.col-md-push-8{left:66.66666667%}.col-md-push-7{left:58.33333333%}.col-md-push-6{left:50%}.col-md-push-5{left:41.66666667%}.col-md-push-4{left:33.33333333%}.col-md-push-3{left:25%}.col-md-push-2{left:16.66666667%}.col-md-push-1{left:8.33333333%}.col-md-push-0{left:auto}.col-md-offset-12{margin-left:100%}.col-md-offset-11{margin-left:91.66666667%}.col-md-offset-10{margin-left:83.33333333%}.col-md-offset-9{margin-left:75%}.col-md-offset-8{margin-left:66.66666667%}.col-md-offset-7{margin-left:58.33333333%}.col-md-offset-6{margin-left:50%}.col-md-offset-5{margin-left:41.66666667%}.col-md-offset-4{margin-left:33.33333333%}.col-md-offset-3{margin-left:25%}.col-md-offset-2{margin-left:16.66666667%}.col-md-offset-1{margin-left:8.33333333%}.col-md-offset-0{margin-left:0}}@media (min-width:1200px){.col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12{float:left}.col-lg-12{width:100%}.col-lg-11{width:91.66666667%}.col-lg-10{width:83.33333333%}.col-lg-9{width:75%}.col-lg-8{width:66.66666667%}.col-lg-7{width:58.33333333%}.col-lg-6{width:50%}.col-lg-5{width:41.66666667%}.col-lg-4{width:33.33333333%}.col-lg-3{width:25%}.col-lg-2{width:16.66666667%}.col-lg-1{width:8.33333333%}.col-lg-pull-12{right:100%}.col-lg-pull-11{right:91.66666667%}.col-lg-pull-10{right:83.33333333%}.col-lg-pull-9{right:75%}.col-lg-pull-8{right:66.66666667%}.col-lg-pull-7{right:58.33333333%}.col-lg-pull-6{right:50%}.col-lg-pull-5{right:41.66666667%}.col-lg-pull-4{right:33.33333333%}.col-lg-pull-3{right:25%}.col-lg-pull-2{right:16.66666667%}.col-lg-pull-1{right:8.33333333%}.col-lg-pull-0{right:auto}.col-lg-push-12{left:100%}.col-lg-push-11{left:91.66666667%}.col-lg-push-10{left:83.33333333%}.col-lg-push-9{left:75%}.col-lg-push-8{left:66.66666667%}.col-lg-push-7{left:58.33333333%}.col-lg-push-6{left:50%}.col-lg-push-5{left:41.66666667%}.col-lg-push-4{left:33.33333333%}.col-lg-push-3{left:25%}.col-lg-push-2{left:16.66666667%}.col-lg-push-1{left:8.33333333%}.col-lg-push-0{left:auto}.col-lg-offset-12{margin-left:100%}.col-lg-offset-11{margin-left:91.66666667%}.col-lg-offset-10{margin-left:83.33333333%}.col-lg-offset-9{margin-left:75%}.col-lg-offset-8{margin-left:66.66666667%}.col-lg-offset-7{margin-left:58.33333333%}.col-lg-offset-6{margin-left:50%}.col-lg-offset-5{margin-left:41.66666667%}.col-lg-offset-4{margin-left:33.33333333%}.col-lg-offset-3{margin-left:25%}.col-lg-offset-2{margin-left:16.66666667%}.col-lg-offset-1{margin-left:8.33333333%}.col-lg-offset-0{margin-left:0}}table{background-color:transparent}caption{padding-top:8px;padding-bottom:8px;color:#777;text-align:left}th{text-align:left}.table{width:100%;max-width:100%;margin-bottom:18px}.table>thead>tr>th,.table>tbody>tr>th,.table>tfoot>tr>th,.table>thead>tr>td,.table>tbody>tr>td,.table>tfoot>tr>td{padding:8px;line-height:1.42857143;vertical-align:top;border-top:1px solid #ddd}.table>thead>tr>th{vertical-align:bottom;border-bottom:2px solid #ddd}.table>caption+thead>tr:first-child>th,.table>colgroup+thead>tr:first-child>th,.table>thead:first-child>tr:first-child>th,.table>caption+thead>tr:first-child>td,.table>colgroup+thead>tr:first-child>td,.table>thead:first-child>tr:first-child>td{border-top:0}.table>tbody+tbody{border-top:2px solid #ddd}.table .table{background-color:#fff}.table-condensed>thead>tr>th,.table-condensed>tbody>tr>th,.table-condensed>tfoot>tr>th,.table-condensed>thead>tr>td,.table-condensed>tbody>tr>td,.table-condensed>tfoot>tr>td{padding:5px}.table-bordered{border:1px solid #ddd}.table-bordered>thead>tr>th,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>tbody>tr>td,.table-bordered>tfoot>tr>td{border:1px solid #ddd}.table-bordered>thead>tr>th,.table-bordered>thead>tr>td{border-bottom-width:2px}.table-striped>tbody>tr:nth-child(odd){background-color:#f9f9f9}.table-hover>tbody>tr:hover{background-color:#f5f5f5}table col[class*="col-"]{position:static;float:none;display:table-column}table td[class*="col-"],table th[class*="col-"]{position:static;float:none;display:table-cell}.table>thead>tr>td.active,.table>tbody>tr>td.active,.table>tfoot>tr>td.active,.table>thead>tr>th.active,.table>tbody>tr>th.active,.table>tfoot>tr>th.active,.table>thead>tr.active>td,.table>tbody>tr.active>td,.table>tfoot>tr.active>td,.table>thead>tr.active>th,.table>tbody>tr.active>th,.table>tfoot>tr.active>th{background-color:#f5f5f5}.table-hover>tbody>tr>td.active:hover,.table-hover>tbody>tr>th.active:hover,.table-hover>tbody>tr.active:hover>td,.table-hover>tbody>tr:hover>.active,.table-hover>tbody>tr.active:hover>th{background-color:#e8e8e8}.table>thead>tr>td.success,.table>tbody>tr>td.success,.table>tfoot>tr>td.success,.table>thead>tr>th.success,.table>tbody>tr>th.success,.table>tfoot>tr>th.success,.table>thead>tr.success>td,.table>tbody>tr.success>td,.table>tfoot>tr.success>td,.table>thead>tr.success>th,.table>tbody>tr.success>th,.table>tfoot>tr.success>th{background-color:#dff0d8}.table-hover>tbody>tr>td.success:hover,.table-hover>tbody>tr>th.success:hover,.table-hover>tbody>tr.success:hover>td,.table-hover>tbody>tr:hover>.success,.table-hover>tbody>tr.success:hover>th{background-color:#d0e9c6}.table>thead>tr>td.info,.table>tbody>tr>td.info,.table>tfoot>tr>td.info,.table>thead>tr>th.info,.table>tbody>tr>th.info,.table>tfoot>tr>th.info,.table>thead>tr.info>td,.table>tbody>tr.info>td,.table>tfoot>tr.info>td,.table>thead>tr.info>th,.table>tbody>tr.info>th,.table>tfoot>tr.info>th{background-color:#d9edf7}.table-hover>tbody>tr>td.info:hover,.table-hover>tbody>tr>th.info:hover,.table-hover>tbody>tr.info:hover>td,.table-hover>tbody>tr:hover>.info,.table-hover>tbody>tr.info:hover>th{background-color:#c4e3f3}.table>thead>tr>td.warning,.table>tbody>tr>td.warning,.table>tfoot>tr>td.warning,.table>thead>tr>th.warning,.table>tbody>tr>th.warning,.table>tfoot>tr>th.warning,.table>thead>tr.warning>td,.table>tbody>tr.warning>td,.table>tfoot>tr.warning>td,.table>thead>tr.warning>th,.table>tbody>tr.warning>th,.table>tfoot>tr.warning>th{background-color:#fcf8e3}.table-hover>tbody>tr>td.warning:hover,.table-hover>tbody>tr>th.warning:hover,.table-hover>tbody>tr.warning:hover>td,.table-hover>tbody>tr:hover>.warning,.table-hover>tbody>tr.warning:hover>th{background-color:#faf2cc}.table>thead>tr>td.danger,.table>tbody>tr>td.danger,.table>tfoot>tr>td.danger,.table>thead>tr>th.danger,.table>tbody>tr>th.danger,.table>tfoot>tr>th.danger,.table>thead>tr.danger>td,.table>tbody>tr.danger>td,.table>tfoot>tr.danger>td,.table>thead>tr.danger>th,.table>tbody>tr.danger>th,.table>tfoot>tr.danger>th{background-color:#f2dede}.table-hover>tbody>tr>td.danger:hover,.table-hover>tbody>tr>th.danger:hover,.table-hover>tbody>tr.danger:hover>td,.table-hover>tbody>tr:hover>.danger,.table-hover>tbody>tr.danger:hover>th{background-color:#ebcccc}.table-responsive{overflow-x:auto;min-height:.01%}@media screen and (max-width:767px){.table-responsive{width:100%;margin-bottom:13.5px;overflow-y:hidden;-ms-overflow-style:-ms-autohiding-scrollbar;border:1px solid #ddd}.table-responsive>.table{margin-bottom:0}.table-responsive>.table>thead>tr>th,.table-responsive>.table>tbody>tr>th,.table-responsive>.table>tfoot>tr>th,.table-responsive>.table>thead>tr>td,.table-responsive>.table>tbody>tr>td,.table-responsive>.table>tfoot>tr>td{white-space:nowrap}.table-responsive>.table-bordered{border:0}.table-responsive>.table-bordered>thead>tr>th:first-child,.table-responsive>.table-bordered>tbody>tr>th:first-child,.table-responsive>.table-bordered>tfoot>tr>th:first-child,.table-responsive>.table-bordered>thead>tr>td:first-child,.table-responsive>.table-bordered>tbody>tr>td:first-child,.table-responsive>.table-bordered>tfoot>tr>td:first-child{border-left:0}.table-responsive>.table-bordered>thead>tr>th:last-child,.table-responsive>.table-bordered>tbody>tr>th:last-child,.table-responsive>.table-bordered>tfoot>tr>th:last-child,.table-responsive>.table-bordered>thead>tr>td:last-child,.table-responsive>.table-bordered>tbody>tr>td:last-child,.table-responsive>.table-bordered>tfoot>tr>td:last-child{border-right:0}.table-responsive>.table-bordered>tbody>tr:last-child>th,.table-responsive>.table-bordered>tfoot>tr:last-child>th,.table-responsive>.table-bordered>tbody>tr:last-child>td,.table-responsive>.table-bordered>tfoot>tr:last-child>td{border-bottom:0}}fieldset{padding:0;margin:0;border:0;min-width:0}legend{display:block;width:100%;padding:0;margin-bottom:18px;font-size:19.5px;line-height:inherit;color:#333;border:0;border-bottom:1px solid #e5e5e5}label{display:inline-block;max-width:100%;margin-bottom:5px;font-weight:bold}input[type="search"]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}input[type="radio"],input[type="checkbox"]{margin:4px 0 0;margin-top:1px \9;line-height:normal}input[type="file"]{display:block}input[type="range"]{display:block;width:100%}select[multiple],select[size]{height:auto}input[type="file"]:focus,input[type="radio"]:focus,input[type="checkbox"]:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}output{display:block;padding-top:7px;font-size:13px;line-height:1.42857143;color:#555}.form-control{display:block;width:100%;height:32px;padding:6px 12px;font-size:13px;line-height:1.42857143;color:#555;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:2px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);-webkit-transition:border-color ease-in-out .15s, box-shadow ease-in-out .15s;-o-transition:border-color ease-in-out .15s, box-shadow ease-in-out .15s;transition:border-color ease-in-out .15s, box-shadow ease-in-out .15s}.form-control:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6)}.form-control::-moz-placeholder{color:#999;opacity:1}.form-control:-ms-input-placeholder{color:#999}.form-control::-webkit-input-placeholder{color:#999}.form-control[disabled],.form-control[readonly],fieldset[disabled] .form-control{cursor:not-allowed;background-color:#eee;opacity:1}textarea.form-control{height:auto}input[type="search"]{-webkit-appearance:none}@media screen and (-webkit-min-device-pixel-ratio:0){input[type="date"],input[type="time"],input[type="datetime-local"],input[type="month"]{line-height:32px}input[type="date"].input-sm,input[type="time"].input-sm,input[type="datetime-local"].input-sm,input[type="month"].input-sm{line-height:30px}input[type="date"].input-lg,input[type="time"].input-lg,input[type="datetime-local"].input-lg,input[type="month"].input-lg{line-height:45px}}.form-group{margin-bottom:15px}.radio,.checkbox{position:relative;display:block;margin-top:10px;margin-bottom:10px}.radio label,.checkbox label{min-height:18px;padding-left:20px;margin-bottom:0;font-weight:normal;cursor:pointer}.radio input[type="radio"],.radio-inline input[type="radio"],.checkbox input[type="checkbox"],.checkbox-inline input[type="checkbox"]{position:absolute;margin-left:-20px;margin-top:4px \9}.radio+.radio,.checkbox+.checkbox{margin-top:-5px}.radio-inline,.checkbox-inline{display:inline-block;padding-left:20px;margin-bottom:0;vertical-align:middle;font-weight:normal;cursor:pointer}.radio-inline+.radio-inline,.checkbox-inline+.checkbox-inline{margin-top:0;margin-left:10px}input[type="radio"][disabled],input[type="checkbox"][disabled],input[type="radio"].disabled,input[type="checkbox"].disabled,fieldset[disabled] input[type="radio"],fieldset[disabled] input[type="checkbox"]{cursor:not-allowed}.radio-inline.disabled,.checkbox-inline.disabled,fieldset[disabled] .radio-inline,fieldset[disabled] .checkbox-inline{cursor:not-allowed}.radio.disabled label,.checkbox.disabled label,fieldset[disabled] .radio label,fieldset[disabled] .checkbox label{cursor:not-allowed}.form-control-static{padding-top:7px;padding-bottom:7px;margin-bottom:0}.form-control-static.input-lg,.form-control-static.input-sm{padding-left:0;padding-right:0}.input-sm,.form-group-sm .form-control{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:1px}select.input-sm,select.form-group-sm .form-control{height:30px;line-height:30px}textarea.input-sm,textarea.form-group-sm .form-control,select[multiple].input-sm,select[multiple].form-group-sm .form-control{height:auto}.input-lg,.form-group-lg .form-control{height:45px;padding:10px 16px;font-size:17px;line-height:1.33;border-radius:3px}select.input-lg,select.form-group-lg .form-control{height:45px;line-height:45px}textarea.input-lg,textarea.form-group-lg .form-control,select[multiple].input-lg,select[multiple].form-group-lg .form-control{height:auto}.has-feedback{position:relative}.has-feedback .form-control{padding-right:40px}.form-control-feedback{position:absolute;top:0;right:0;z-index:2;display:block;width:32px;height:32px;line-height:32px;text-align:center;pointer-events:none}.input-lg+.form-control-feedback{width:45px;height:45px;line-height:45px}.input-sm+.form-control-feedback{width:30px;height:30px;line-height:30px}.has-success .help-block,.has-success .control-label,.has-success .radio,.has-success .checkbox,.has-success .radio-inline,.has-success .checkbox-inline,.has-success.radio label,.has-success.checkbox label,.has-success.radio-inline label,.has-success.checkbox-inline label{color:#3c763d}.has-success .form-control{border-color:#3c763d;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075)}.has-success .form-control:focus{border-color:#2b542c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #67b168;box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #67b168}.has-success .input-group-addon{color:#3c763d;border-color:#3c763d;background-color:#dff0d8}.has-success .form-control-feedback{color:#3c763d}.has-warning .help-block,.has-warning .control-label,.has-warning .radio,.has-warning .checkbox,.has-warning .radio-inline,.has-warning .checkbox-inline,.has-warning.radio label,.has-warning.checkbox label,.has-warning.radio-inline label,.has-warning.checkbox-inline label{color:#8a6d3b}.has-warning .form-control{border-color:#8a6d3b;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075)}.has-warning .form-control:focus{border-color:#66512c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #c0a16b;box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #c0a16b}.has-warning .input-group-addon{color:#8a6d3b;border-color:#8a6d3b;background-color:#fcf8e3}.has-warning .form-control-feedback{color:#8a6d3b}.has-error .help-block,.has-error .control-label,.has-error .radio,.has-error .checkbox,.has-error .radio-inline,.has-error .checkbox-inline,.has-error.radio label,.has-error.checkbox label,.has-error.radio-inline label,.has-error.checkbox-inline label{color:#a94442}.has-error .form-control{border-color:#a94442;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075)}.has-error .form-control:focus{border-color:#843534;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #ce8483;box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #ce8483}.has-error .input-group-addon{color:#a94442;border-color:#a94442;background-color:#f2dede}.has-error .form-control-feedback{color:#a94442}.has-feedback label~.form-control-feedback{top:23px}.has-feedback label.sr-only~.form-control-feedback{top:0}.help-block{display:block;margin-top:5px;margin-bottom:10px;color:#404040}@media (min-width:768px){.form-inline .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.form-inline .form-control{display:inline-block;width:auto;vertical-align:middle}.form-inline .form-control-static{display:inline-block}.form-inline .input-group{display:inline-table;vertical-align:middle}.form-inline .input-group .input-group-addon,.form-inline .input-group .input-group-btn,.form-inline .input-group .form-control{width:auto}.form-inline .input-group>.form-control{width:100%}.form-inline .control-label{margin-bottom:0;vertical-align:middle}.form-inline .radio,.form-inline .checkbox{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.form-inline .radio label,.form-inline .checkbox label{padding-left:0}.form-inline .radio input[type="radio"],.form-inline .checkbox input[type="checkbox"]{position:relative;margin-left:0}.form-inline .has-feedback .form-control-feedback{top:0}}.form-horizontal .radio,.form-horizontal .checkbox,.form-horizontal .radio-inline,.form-horizontal .checkbox-inline{margin-top:0;margin-bottom:0;padding-top:7px}.form-horizontal .radio,.form-horizontal .checkbox{min-height:25px}.form-horizontal .form-group{margin-left:0;margin-right:0}@media (min-width:768px){.form-horizontal .control-label{text-align:right;margin-bottom:0;padding-top:7px}}.form-horizontal .has-feedback .form-control-feedback{right:0}@media (min-width:768px){.form-horizontal .form-group-lg .control-label{padding-top:14.3px}}@media (min-width:768px){.form-horizontal .form-group-sm .control-label{padding-top:6px}}.btn{display:inline-block;margin-bottom:0;font-weight:normal;text-align:center;vertical-align:middle;touch-action:manipulation;cursor:pointer;background-image:none;border:1px solid transparent;white-space:nowrap;padding:6px 12px;font-size:13px;line-height:1.42857143;border-radius:2px;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}.btn:focus,.btn:active:focus,.btn.active:focus,.btn.focus,.btn:active.focus,.btn.active.focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.btn:hover,.btn:focus,.btn.focus{color:#333;text-decoration:none}.btn:active,.btn.active{outline:0;background-image:none;-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,0.125);box-shadow:inset 0 3px 5px rgba(0,0,0,0.125)}.btn.disabled,.btn[disabled],fieldset[disabled] .btn{cursor:not-allowed;pointer-events:none;opacity:.65;filter:alpha(opacity=65);-webkit-box-shadow:none;box-shadow:none}.btn-default{color:#333;background-color:#fff;border-color:#ccc}.btn-default:hover,.btn-default:focus,.btn-default.focus,.btn-default:active,.btn-default.active,.open>.dropdown-toggle.btn-default{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default:active,.btn-default.active,.open>.dropdown-toggle.btn-default{background-image:none}.btn-default.disabled,.btn-default[disabled],fieldset[disabled] .btn-default,.btn-default.disabled:hover,.btn-default[disabled]:hover,fieldset[disabled] .btn-default:hover,.btn-default.disabled:focus,.btn-default[disabled]:focus,fieldset[disabled] .btn-default:focus,.btn-default.disabled.focus,.btn-default[disabled].focus,fieldset[disabled] .btn-default.focus,.btn-default.disabled:active,.btn-default[disabled]:active,fieldset[disabled] .btn-default:active,.btn-default.disabled.active,.btn-default[disabled].active,fieldset[disabled] .btn-default.active{background-color:#fff;border-color:#ccc}.btn-default .badge{color:#fff;background-color:#333}.btn-primary{color:#fff;background-color:#337ab7;border-color:#2e6da4}.btn-primary:hover,.btn-primary:focus,.btn-primary.focus,.btn-primary:active,.btn-primary.active,.open>.dropdown-toggle.btn-primary{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary:active,.btn-primary.active,.open>.dropdown-toggle.btn-primary{background-image:none}.btn-primary.disabled,.btn-primary[disabled],fieldset[disabled] .btn-primary,.btn-primary.disabled:hover,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary:hover,.btn-primary.disabled:focus,.btn-primary[disabled]:focus,fieldset[disabled] .btn-primary:focus,.btn-primary.disabled.focus,.btn-primary[disabled].focus,fieldset[disabled] .btn-primary.focus,.btn-primary.disabled:active,.btn-primary[disabled]:active,fieldset[disabled] .btn-primary:active,.btn-primary.disabled.active,.btn-primary[disabled].active,fieldset[disabled] .btn-primary.active{background-color:#337ab7;border-color:#2e6da4}.btn-primary .badge{color:#337ab7;background-color:#fff}.btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c}.btn-success:hover,.btn-success:focus,.btn-success.focus,.btn-success:active,.btn-success.active,.open>.dropdown-toggle.btn-success{color:#fff;background-color:#449d44;border-color:#398439}.btn-success:active,.btn-success.active,.open>.dropdown-toggle.btn-success{background-image:none}.btn-success.disabled,.btn-success[disabled],fieldset[disabled] .btn-success,.btn-success.disabled:hover,.btn-success[disabled]:hover,fieldset[disabled] .btn-success:hover,.btn-success.disabled:focus,.btn-success[disabled]:focus,fieldset[disabled] .btn-success:focus,.btn-success.disabled.focus,.btn-success[disabled].focus,fieldset[disabled] .btn-success.focus,.btn-success.disabled:active,.btn-success[disabled]:active,fieldset[disabled] .btn-success:active,.btn-success.disabled.active,.btn-success[disabled].active,fieldset[disabled] .btn-success.active{background-color:#5cb85c;border-color:#4cae4c}.btn-success .badge{color:#5cb85c;background-color:#fff}.btn-info{color:#fff;background-color:#5bc0de;border-color:#46b8da}.btn-info:hover,.btn-info:focus,.btn-info.focus,.btn-info:active,.btn-info.active,.open>.dropdown-toggle.btn-info{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info:active,.btn-info.active,.open>.dropdown-toggle.btn-info{background-image:none}.btn-info.disabled,.btn-info[disabled],fieldset[disabled] .btn-info,.btn-info.disabled:hover,.btn-info[disabled]:hover,fieldset[disabled] .btn-info:hover,.btn-info.disabled:focus,.btn-info[disabled]:focus,fieldset[disabled] .btn-info:focus,.btn-info.disabled.focus,.btn-info[disabled].focus,fieldset[disabled] .btn-info.focus,.btn-info.disabled:active,.btn-info[disabled]:active,fieldset[disabled] .btn-info:active,.btn-info.disabled.active,.btn-info[disabled].active,fieldset[disabled] .btn-info.active{background-color:#5bc0de;border-color:#46b8da}.btn-info .badge{color:#5bc0de;background-color:#fff}.btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236}.btn-warning:hover,.btn-warning:focus,.btn-warning.focus,.btn-warning:active,.btn-warning.active,.open>.dropdown-toggle.btn-warning{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning:active,.btn-warning.active,.open>.dropdown-toggle.btn-warning{background-image:none}.btn-warning.disabled,.btn-warning[disabled],fieldset[disabled] .btn-warning,.btn-warning.disabled:hover,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning:hover,.btn-warning.disabled:focus,.btn-warning[disabled]:focus,fieldset[disabled] .btn-warning:focus,.btn-warning.disabled.focus,.btn-warning[disabled].focus,fieldset[disabled] .btn-warning.focus,.btn-warning.disabled:active,.btn-warning[disabled]:active,fieldset[disabled] .btn-warning:active,.btn-warning.disabled.active,.btn-warning[disabled].active,fieldset[disabled] .btn-warning.active{background-color:#f0ad4e;border-color:#eea236}.btn-warning .badge{color:#f0ad4e;background-color:#fff}.btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a}.btn-danger:hover,.btn-danger:focus,.btn-danger.focus,.btn-danger:active,.btn-danger.active,.open>.dropdown-toggle.btn-danger{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger:active,.btn-danger.active,.open>.dropdown-toggle.btn-danger{background-image:none}.btn-danger.disabled,.btn-danger[disabled],fieldset[disabled] .btn-danger,.btn-danger.disabled:hover,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger:hover,.btn-danger.disabled:focus,.btn-danger[disabled]:focus,fieldset[disabled] .btn-danger:focus,.btn-danger.disabled.focus,.btn-danger[disabled].focus,fieldset[disabled] .btn-danger.focus,.btn-danger.disabled:active,.btn-danger[disabled]:active,fieldset[disabled] .btn-danger:active,.btn-danger.disabled.active,.btn-danger[disabled].active,fieldset[disabled] .btn-danger.active{background-color:#d9534f;border-color:#d43f3a}.btn-danger .badge{color:#d9534f;background-color:#fff}.btn-link{color:#337ab7;font-weight:normal;border-radius:0}.btn-link,.btn-link:active,.btn-link.active,.btn-link[disabled],fieldset[disabled] .btn-link{background-color:transparent;-webkit-box-shadow:none;box-shadow:none}.btn-link,.btn-link:hover,.btn-link:focus,.btn-link:active{border-color:transparent}.btn-link:hover,.btn-link:focus{color:#23527c;text-decoration:underline;background-color:transparent}.btn-link[disabled]:hover,fieldset[disabled] .btn-link:hover,.btn-link[disabled]:focus,fieldset[disabled] .btn-link:focus{color:#777;text-decoration:none}.btn-lg,.btn-group-lg>.btn{padding:10px 16px;font-size:17px;line-height:1.33;border-radius:3px}.btn-sm,.btn-group-sm>.btn{padding:5px 10px;font-size:12px;line-height:1.5;border-radius:1px}.btn-xs,.btn-group-xs>.btn{padding:1px 5px;font-size:12px;line-height:1.5;border-radius:1px}.btn-block{display:block;width:100%}.btn-block+.btn-block{margin-top:5px}input[type="submit"].btn-block,input[type="reset"].btn-block,input[type="button"].btn-block{width:100%}.fade{opacity:0;-webkit-transition:opacity .15s linear;-o-transition:opacity .15s linear;transition:opacity .15s linear}.fade.in{opacity:1}.collapse{display:none;visibility:hidden}.collapse.in{display:block;visibility:visible}tr.collapse.in{display:table-row}tbody.collapse.in{display:table-row-group}.collapsing{position:relative;height:0;overflow:hidden;-webkit-transition-property:height, visibility;transition-property:height, visibility;-webkit-transition-duration:.35s;transition-duration:.35s;-webkit-transition-timing-function:ease;transition-timing-function:ease}.caret{display:inline-block;width:0;height:0;margin-left:2px;vertical-align:middle;border-top:4px solid;border-right:4px solid transparent;border-left:4px solid transparent}.dropdown{position:relative}.dropdown-toggle:focus{outline:0}.dropdown-menu{position:absolute;top:100%;left:0;z-index:1000;display:none;float:left;min-width:160px;padding:5px 0;margin:2px 0 0;list-style:none;font-size:13px;text-align:left;background-color:#fff;border:1px solid #ccc;border:1px solid rgba(0,0,0,0.15);border-radius:2px;-webkit-box-shadow:0 6px 12px rgba(0,0,0,0.175);box-shadow:0 6px 12px rgba(0,0,0,0.175);background-clip:padding-box}.dropdown-menu.pull-right{right:0;left:auto}.dropdown-menu .divider{height:1px;margin:8px 0;overflow:hidden;background-color:#e5e5e5}.dropdown-menu>li>a{display:block;padding:3px 20px;clear:both;font-weight:normal;line-height:1.42857143;color:#333;white-space:nowrap}.dropdown-menu>li>a:hover,.dropdown-menu>li>a:focus{text-decoration:none;color:#262626;background-color:#f5f5f5}.dropdown-menu>.active>a,.dropdown-menu>.active>a:hover,.dropdown-menu>.active>a:focus{color:#fff;text-decoration:none;outline:0;background-color:#337ab7}.dropdown-menu>.disabled>a,.dropdown-menu>.disabled>a:hover,.dropdown-menu>.disabled>a:focus{color:#777}.dropdown-menu>.disabled>a:hover,.dropdown-menu>.disabled>a:focus{text-decoration:none;background-color:transparent;background-image:none;filter:progid:DXImageTransform.Microsoft.gradient(enabled = false);cursor:not-allowed}.open>.dropdown-menu{display:block}.open>a{outline:0}.dropdown-menu-right{left:auto;right:0}.dropdown-menu-left{left:0;right:auto}.dropdown-header{display:block;padding:3px 20px;font-size:12px;line-height:1.42857143;color:#777;white-space:nowrap}.dropdown-backdrop{position:fixed;left:0;right:0;bottom:0;top:0;z-index:990}.pull-right>.dropdown-menu{right:0;left:auto}.dropup .caret,.navbar-fixed-bottom .dropdown .caret{border-top:0;border-bottom:4px solid;content:""}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu{top:auto;bottom:100%;margin-bottom:1px}@media (min-width:541px){.navbar-right .dropdown-menu{left:auto;right:0}.navbar-right .dropdown-menu-left{left:0;right:auto}}.btn-group,.btn-group-vertical{position:relative;display:inline-block;vertical-align:middle}.btn-group>.btn,.btn-group-vertical>.btn{position:relative;float:left}.btn-group>.btn:hover,.btn-group-vertical>.btn:hover,.btn-group>.btn:focus,.btn-group-vertical>.btn:focus,.btn-group>.btn:active,.btn-group-vertical>.btn:active,.btn-group>.btn.active,.btn-group-vertical>.btn.active{z-index:2}.btn-group .btn+.btn,.btn-group .btn+.btn-group,.btn-group .btn-group+.btn,.btn-group .btn-group+.btn-group{margin-left:-1px}.btn-toolbar{margin-left:-5px}.btn-toolbar .btn-group,.btn-toolbar .input-group{float:left}.btn-toolbar>.btn,.btn-toolbar>.btn-group,.btn-toolbar>.input-group{margin-left:5px}.btn-group>.btn:not(:first-child):not(:last-child):not(.dropdown-toggle){border-radius:0}.btn-group>.btn:first-child{margin-left:0}.btn-group>.btn:first-child:not(:last-child):not(.dropdown-toggle){border-bottom-right-radius:0;border-top-right-radius:0}.btn-group>.btn:last-child:not(:first-child),.btn-group>.dropdown-toggle:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}.btn-group>.btn-group{float:left}.btn-group>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group>.btn-group:first-child>.btn:last-child,.btn-group>.btn-group:first-child>.dropdown-toggle{border-bottom-right-radius:0;border-top-right-radius:0}.btn-group>.btn-group:last-child>.btn:first-child{border-bottom-left-radius:0;border-top-left-radius:0}.btn-group .dropdown-toggle:active,.btn-group.open .dropdown-toggle{outline:0}.btn-group>.btn+.dropdown-toggle{padding-left:8px;padding-right:8px}.btn-group>.btn-lg+.dropdown-toggle{padding-left:12px;padding-right:12px}.btn-group.open .dropdown-toggle{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,0.125);box-shadow:inset 0 3px 5px rgba(0,0,0,0.125)}.btn-group.open .dropdown-toggle.btn-link{-webkit-box-shadow:none;box-shadow:none}.btn .caret{margin-left:0}.btn-lg .caret{border-width:5px 5px 0;border-bottom-width:0}.dropup .btn-lg .caret{border-width:0 5px 5px}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group,.btn-group-vertical>.btn-group>.btn{display:block;float:none;width:100%;max-width:100%}.btn-group-vertical>.btn-group>.btn{float:none}.btn-group-vertical>.btn+.btn,.btn-group-vertical>.btn+.btn-group,.btn-group-vertical>.btn-group+.btn,.btn-group-vertical>.btn-group+.btn-group{margin-top:-1px;margin-left:0}.btn-group-vertical>.btn:not(:first-child):not(:last-child){border-radius:0}.btn-group-vertical>.btn:first-child:not(:last-child){border-top-right-radius:2px;border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn:last-child:not(:first-child){border-bottom-left-radius:2px;border-top-right-radius:0;border-top-left-radius:0}.btn-group-vertical>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group-vertical>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group-vertical>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-right-radius:0;border-top-left-radius:0}.btn-group-justified{display:table;width:100%;table-layout:fixed;border-collapse:separate}.btn-group-justified>.btn,.btn-group-justified>.btn-group{float:none;display:table-cell;width:1%}.btn-group-justified>.btn-group .btn{width:100%}.btn-group-justified>.btn-group .dropdown-menu{left:auto}[data-toggle="buttons"]>.btn input[type="radio"],[data-toggle="buttons"]>.btn-group>.btn input[type="radio"],[data-toggle="buttons"]>.btn input[type="checkbox"],[data-toggle="buttons"]>.btn-group>.btn input[type="checkbox"]{position:absolute;clip:rect(0, 0, 0, 0);pointer-events:none}.input-group{position:relative;display:table;border-collapse:separate}.input-group[class*="col-"]{float:none;padding-left:0;padding-right:0}.input-group .form-control{position:relative;z-index:2;float:left;width:100%;margin-bottom:0}.input-group-lg>.form-control,.input-group-lg>.input-group-addon,.input-group-lg>.input-group-btn>.btn{height:45px;padding:10px 16px;font-size:17px;line-height:1.33;border-radius:3px}select.input-group-lg>.form-control,select.input-group-lg>.input-group-addon,select.input-group-lg>.input-group-btn>.btn{height:45px;line-height:45px}textarea.input-group-lg>.form-control,textarea.input-group-lg>.input-group-addon,textarea.input-group-lg>.input-group-btn>.btn,select[multiple].input-group-lg>.form-control,select[multiple].input-group-lg>.input-group-addon,select[multiple].input-group-lg>.input-group-btn>.btn{height:auto}.input-group-sm>.form-control,.input-group-sm>.input-group-addon,.input-group-sm>.input-group-btn>.btn{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:1px}select.input-group-sm>.form-control,select.input-group-sm>.input-group-addon,select.input-group-sm>.input-group-btn>.btn{height:30px;line-height:30px}textarea.input-group-sm>.form-control,textarea.input-group-sm>.input-group-addon,textarea.input-group-sm>.input-group-btn>.btn,select[multiple].input-group-sm>.form-control,select[multiple].input-group-sm>.input-group-addon,select[multiple].input-group-sm>.input-group-btn>.btn{height:auto}.input-group-addon,.input-group-btn,.input-group .form-control{display:table-cell}.input-group-addon:not(:first-child):not(:last-child),.input-group-btn:not(:first-child):not(:last-child),.input-group .form-control:not(:first-child):not(:last-child){border-radius:0}.input-group-addon,.input-group-btn{width:1%;white-space:nowrap;vertical-align:middle}.input-group-addon{padding:6px 12px;font-size:13px;font-weight:normal;line-height:1;color:#555;text-align:center;background-color:#eee;border:1px solid #ccc;border-radius:2px}.input-group-addon.input-sm{padding:5px 10px;font-size:12px;border-radius:1px}.input-group-addon.input-lg{padding:10px 16px;font-size:17px;border-radius:3px}.input-group-addon input[type="radio"],.input-group-addon input[type="checkbox"]{margin-top:0}.input-group .form-control:first-child,.input-group-addon:first-child,.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group>.btn,.input-group-btn:first-child>.dropdown-toggle,.input-group-btn:last-child>.btn:not(:last-child):not(.dropdown-toggle),.input-group-btn:last-child>.btn-group:not(:last-child)>.btn{border-bottom-right-radius:0;border-top-right-radius:0}.input-group-addon:first-child{border-right:0}.input-group .form-control:last-child,.input-group-addon:last-child,.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group>.btn,.input-group-btn:last-child>.dropdown-toggle,.input-group-btn:first-child>.btn:not(:first-child),.input-group-btn:first-child>.btn-group:not(:first-child)>.btn{border-bottom-left-radius:0;border-top-left-radius:0}.input-group-addon:last-child{border-left:0}.input-group-btn{position:relative;font-size:0;white-space:nowrap}.input-group-btn>.btn{position:relative}.input-group-btn>.btn+.btn{margin-left:-1px}.input-group-btn>.btn:hover,.input-group-btn>.btn:focus,.input-group-btn>.btn:active{z-index:2}.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group{margin-right:-1px}.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group{margin-left:-1px}.nav{margin-bottom:0;padding-left:0;list-style:none}.nav>li{position:relative;display:block}.nav>li>a{position:relative;display:block;padding:10px 15px}.nav>li>a:hover,.nav>li>a:focus{text-decoration:none;background-color:#eee}.nav>li.disabled>a{color:#777}.nav>li.disabled>a:hover,.nav>li.disabled>a:focus{color:#777;text-decoration:none;background-color:transparent;cursor:not-allowed}.nav .open>a,.nav .open>a:hover,.nav .open>a:focus{background-color:#eee;border-color:#337ab7}.nav .nav-divider{height:1px;margin:8px 0;overflow:hidden;background-color:#e5e5e5}.nav>li>a>img{max-width:none}.nav-tabs{border-bottom:1px solid #ddd}.nav-tabs>li{float:left;margin-bottom:-1px}.nav-tabs>li>a{margin-right:2px;line-height:1.42857143;border:1px solid transparent;border-radius:2px 2px 0 0}.nav-tabs>li>a:hover{border-color:#eee #eee #ddd}.nav-tabs>li.active>a,.nav-tabs>li.active>a:hover,.nav-tabs>li.active>a:focus{color:#555;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent;cursor:default}.nav-tabs.nav-justified{width:100%;border-bottom:0}.nav-tabs.nav-justified>li{float:none}.nav-tabs.nav-justified>li>a{text-align:center;margin-bottom:5px}.nav-tabs.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-tabs.nav-justified>li{display:table-cell;width:1%}.nav-tabs.nav-justified>li>a{margin-bottom:0}}.nav-tabs.nav-justified>li>a{margin-right:0;border-radius:2px}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:hover,.nav-tabs.nav-justified>.active>a:focus{border:1px solid #ddd}@media (min-width:768px){.nav-tabs.nav-justified>li>a{border-bottom:1px solid #ddd;border-radius:2px 2px 0 0}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:hover,.nav-tabs.nav-justified>.active>a:focus{border-bottom-color:#fff}}.nav-pills>li{float:left}.nav-pills>li>a{border-radius:2px}.nav-pills>li+li{margin-left:2px}.nav-pills>li.active>a,.nav-pills>li.active>a:hover,.nav-pills>li.active>a:focus{color:#fff;background-color:#337ab7}.nav-stacked>li{float:none}.nav-stacked>li+li{margin-top:2px;margin-left:0}.nav-justified{width:100%}.nav-justified>li{float:none}.nav-justified>li>a{text-align:center;margin-bottom:5px}.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-justified>li{display:table-cell;width:1%}.nav-justified>li>a{margin-bottom:0}}.nav-tabs-justified{border-bottom:0}.nav-tabs-justified>li>a{margin-right:0;border-radius:2px}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:hover,.nav-tabs-justified>.active>a:focus{border:1px solid #ddd}@media (min-width:768px){.nav-tabs-justified>li>a{border-bottom:1px solid #ddd;border-radius:2px 2px 0 0}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:hover,.nav-tabs-justified>.active>a:focus{border-bottom-color:#fff}}.tab-content>.tab-pane{display:none;visibility:hidden}.tab-content>.active{display:block;visibility:visible}.nav-tabs .dropdown-menu{margin-top:-1px;border-top-right-radius:0;border-top-left-radius:0}.navbar{position:relative;min-height:30px;margin-bottom:18px;border:1px solid transparent}@media (min-width:541px){.navbar{border-radius:2px}}@media (min-width:541px){.navbar-header{float:left}}.navbar-collapse{overflow-x:visible;padding-right:0;padding-left:0;border-top:1px solid transparent;box-shadow:inset 0 1px 0 rgba(255,255,255,0.1);-webkit-overflow-scrolling:touch}.navbar-collapse.in{overflow-y:auto}@media (min-width:541px){.navbar-collapse{width:auto;border-top:0;box-shadow:none}.navbar-collapse.collapse{display:block !important;visibility:visible !important;height:auto !important;padding-bottom:0;overflow:visible !important}.navbar-collapse.in{overflow-y:visible}.navbar-fixed-top .navbar-collapse,.navbar-static-top .navbar-collapse,.navbar-fixed-bottom .navbar-collapse{padding-left:0;padding-right:0}}.navbar-fixed-top .navbar-collapse,.navbar-fixed-bottom .navbar-collapse{max-height:340px}@media (max-device-width:540px) and (orientation:landscape){.navbar-fixed-top .navbar-collapse,.navbar-fixed-bottom .navbar-collapse{max-height:200px}}.container>.navbar-header,.container-fluid>.navbar-header,.container>.navbar-collapse,.container-fluid>.navbar-collapse{margin-right:0;margin-left:0}@media (min-width:541px){.container>.navbar-header,.container-fluid>.navbar-header,.container>.navbar-collapse,.container-fluid>.navbar-collapse{margin-right:0;margin-left:0}}.navbar-static-top{z-index:1000;border-width:0 0 1px}@media (min-width:541px){.navbar-static-top{border-radius:0}}.navbar-fixed-top,.navbar-fixed-bottom{position:fixed;right:0;left:0;z-index:1030}@media (min-width:541px){.navbar-fixed-top,.navbar-fixed-bottom{border-radius:0}}.navbar-fixed-top{top:0;border-width:0 0 1px}.navbar-fixed-bottom{bottom:0;margin-bottom:0;border-width:1px 0 0}.navbar-brand{float:left;padding:6px 0;font-size:17px;line-height:18px;height:30px}.navbar-brand:hover,.navbar-brand:focus{text-decoration:none}.navbar-brand>img{display:block}@media (min-width:541px){.navbar>.container .navbar-brand,.navbar>.container-fluid .navbar-brand{margin-left:0}}.navbar-toggle{position:relative;float:right;margin-right:0;padding:9px 10px;margin-top:-2px;margin-bottom:-2px;background-color:transparent;background-image:none;border:1px solid transparent;border-radius:2px}.navbar-toggle:focus{outline:0}.navbar-toggle .icon-bar{display:block;width:22px;height:2px;border-radius:1px}.navbar-toggle .icon-bar+.icon-bar{margin-top:4px}@media (min-width:541px){.navbar-toggle{display:none}}.navbar-nav{margin:3px 0}.navbar-nav>li>a{padding-top:10px;padding-bottom:10px;line-height:18px}@media (max-width:540px){.navbar-nav .open .dropdown-menu{position:static;float:none;width:auto;margin-top:0;background-color:transparent;border:0;box-shadow:none}.navbar-nav .open .dropdown-menu>li>a,.navbar-nav .open .dropdown-menu .dropdown-header{padding:5px 15px 5px 25px}.navbar-nav .open .dropdown-menu>li>a{line-height:18px}.navbar-nav .open .dropdown-menu>li>a:hover,.navbar-nav .open .dropdown-menu>li>a:focus{background-image:none}}@media (min-width:541px){.navbar-nav{float:left;margin:0}.navbar-nav>li{float:left}.navbar-nav>li>a{padding-top:6px;padding-bottom:6px}}.navbar-form{margin-left:0;margin-right:0;padding:10px 0;border-top:1px solid transparent;border-bottom:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,0.1),0 1px 0 rgba(255,255,255,0.1);box-shadow:inset 0 1px 0 rgba(255,255,255,0.1),0 1px 0 rgba(255,255,255,0.1);margin-top:-1px;margin-bottom:-1px}@media (min-width:768px){.navbar-form .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.navbar-form .form-control{display:inline-block;width:auto;vertical-align:middle}.navbar-form .form-control-static{display:inline-block}.navbar-form .input-group{display:inline-table;vertical-align:middle}.navbar-form .input-group .input-group-addon,.navbar-form .input-group .input-group-btn,.navbar-form .input-group .form-control{width:auto}.navbar-form .input-group>.form-control{width:100%}.navbar-form .control-label{margin-bottom:0;vertical-align:middle}.navbar-form .radio,.navbar-form .checkbox{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.navbar-form .radio label,.navbar-form .checkbox label{padding-left:0}.navbar-form .radio input[type="radio"],.navbar-form .checkbox input[type="checkbox"]{position:relative;margin-left:0}.navbar-form .has-feedback .form-control-feedback{top:0}}@media (max-width:540px){.navbar-form .form-group{margin-bottom:5px}.navbar-form .form-group:last-child{margin-bottom:0}}@media (min-width:541px){.navbar-form{width:auto;border:0;margin-left:0;margin-right:0;padding-top:0;padding-bottom:0;-webkit-box-shadow:none;box-shadow:none}}.navbar-nav>li>.dropdown-menu{margin-top:0;border-top-right-radius:0;border-top-left-radius:0}.navbar-fixed-bottom .navbar-nav>li>.dropdown-menu{border-top-right-radius:2px;border-top-left-radius:2px;border-bottom-right-radius:0;border-bottom-left-radius:0}.navbar-btn{margin-top:-1px;margin-bottom:-1px}.navbar-btn.btn-sm{margin-top:0;margin-bottom:0}.navbar-btn.btn-xs{margin-top:4px;margin-bottom:4px}.navbar-text{margin-top:6px;margin-bottom:6px}@media (min-width:541px){.navbar-text{float:left;margin-left:0;margin-right:0}}@media (min-width:541px){.navbar-left{float:left !important;float:left}.navbar-right{float:right !important;float:right;margin-right:0}.navbar-right~.navbar-right{margin-right:0}}.navbar-default{background-color:#f8f8f8;border-color:#e7e7e7}.navbar-default .navbar-brand{color:#777}.navbar-default .navbar-brand:hover,.navbar-default .navbar-brand:focus{color:#5e5e5e;background-color:transparent}.navbar-default .navbar-text{color:#777}.navbar-default .navbar-nav>li>a{color:#777}.navbar-default .navbar-nav>li>a:hover,.navbar-default .navbar-nav>li>a:focus{color:#333;background-color:transparent}.navbar-default .navbar-nav>.active>a,.navbar-default .navbar-nav>.active>a:hover,.navbar-default .navbar-nav>.active>a:focus{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav>.disabled>a,.navbar-default .navbar-nav>.disabled>a:hover,.navbar-default .navbar-nav>.disabled>a:focus{color:#ccc;background-color:transparent}.navbar-default .navbar-toggle{border-color:#ddd}.navbar-default .navbar-toggle:hover,.navbar-default .navbar-toggle:focus{background-color:#ddd}.navbar-default .navbar-toggle .icon-bar{background-color:#888}.navbar-default .navbar-collapse,.navbar-default .navbar-form{border-color:#e7e7e7}.navbar-default .navbar-nav>.open>a,.navbar-default .navbar-nav>.open>a:hover,.navbar-default .navbar-nav>.open>a:focus{background-color:#e7e7e7;color:#555}@media (max-width:540px){.navbar-default .navbar-nav .open .dropdown-menu>li>a{color:#777}.navbar-default .navbar-nav .open .dropdown-menu>li>a:hover,.navbar-default .navbar-nav .open .dropdown-menu>li>a:focus{color:#333;background-color:transparent}.navbar-default .navbar-nav .open .dropdown-menu>.active>a,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:hover,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:focus{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:hover,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:focus{color:#ccc;background-color:transparent}}.navbar-default .navbar-link{color:#777}.navbar-default .navbar-link:hover{color:#333}.navbar-default .btn-link{color:#777}.navbar-default .btn-link:hover,.navbar-default .btn-link:focus{color:#333}.navbar-default .btn-link[disabled]:hover,fieldset[disabled] .navbar-default .btn-link:hover,.navbar-default .btn-link[disabled]:focus,fieldset[disabled] .navbar-default .btn-link:focus{color:#ccc}.navbar-inverse{background-color:#222;border-color:#080808}.navbar-inverse .navbar-brand{color:#9d9d9d}.navbar-inverse .navbar-brand:hover,.navbar-inverse .navbar-brand:focus{color:#fff;background-color:transparent}.navbar-inverse .navbar-text{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a:hover,.navbar-inverse .navbar-nav>li>a:focus{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav>.active>a,.navbar-inverse .navbar-nav>.active>a:hover,.navbar-inverse .navbar-nav>.active>a:focus{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav>.disabled>a,.navbar-inverse .navbar-nav>.disabled>a:hover,.navbar-inverse .navbar-nav>.disabled>a:focus{color:#444;background-color:transparent}.navbar-inverse .navbar-toggle{border-color:#333}.navbar-inverse .navbar-toggle:hover,.navbar-inverse .navbar-toggle:focus{background-color:#333}.navbar-inverse .navbar-toggle .icon-bar{background-color:#fff}.navbar-inverse .navbar-collapse,.navbar-inverse .navbar-form{border-color:#101010}.navbar-inverse .navbar-nav>.open>a,.navbar-inverse .navbar-nav>.open>a:hover,.navbar-inverse .navbar-nav>.open>a:focus{background-color:#080808;color:#fff}@media (max-width:540px){.navbar-inverse .navbar-nav .open .dropdown-menu>.dropdown-header{border-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu .divider{background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:hover,.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:focus{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:hover,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:focus{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:hover,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:focus{color:#444;background-color:transparent}}.navbar-inverse .navbar-link{color:#9d9d9d}.navbar-inverse .navbar-link:hover{color:#fff}.navbar-inverse .btn-link{color:#9d9d9d}.navbar-inverse .btn-link:hover,.navbar-inverse .btn-link:focus{color:#fff}.navbar-inverse .btn-link[disabled]:hover,fieldset[disabled] .navbar-inverse .btn-link:hover,.navbar-inverse .btn-link[disabled]:focus,fieldset[disabled] .navbar-inverse .btn-link:focus{color:#444}.breadcrumb{padding:8px 15px;margin-bottom:18px;list-style:none;background-color:#f5f5f5;border-radius:2px}.breadcrumb>li{display:inline-block}.breadcrumb>li+li:before{content:"/\00a0";padding:0 5px;color:#5e5e5e}.breadcrumb>.active{color:#777}.pagination{display:inline-block;padding-left:0;margin:18px 0;border-radius:2px}.pagination>li{display:inline}.pagination>li>a,.pagination>li>span{position:relative;float:left;padding:6px 12px;line-height:1.42857143;text-decoration:none;color:#337ab7;background-color:#fff;border:1px solid #ddd;margin-left:-1px}.pagination>li:first-child>a,.pagination>li:first-child>span{margin-left:0;border-bottom-left-radius:2px;border-top-left-radius:2px}.pagination>li:last-child>a,.pagination>li:last-child>span{border-bottom-right-radius:2px;border-top-right-radius:2px}.pagination>li>a:hover,.pagination>li>span:hover,.pagination>li>a:focus,.pagination>li>span:focus{color:#23527c;background-color:#eee;border-color:#ddd}.pagination>.active>a,.pagination>.active>span,.pagination>.active>a:hover,.pagination>.active>span:hover,.pagination>.active>a:focus,.pagination>.active>span:focus{z-index:2;color:#fff;background-color:#337ab7;border-color:#337ab7;cursor:default}.pagination>.disabled>span,.pagination>.disabled>span:hover,.pagination>.disabled>span:focus,.pagination>.disabled>a,.pagination>.disabled>a:hover,.pagination>.disabled>a:focus{color:#777;background-color:#fff;border-color:#ddd;cursor:not-allowed}.pagination-lg>li>a,.pagination-lg>li>span{padding:10px 16px;font-size:17px}.pagination-lg>li:first-child>a,.pagination-lg>li:first-child>span{border-bottom-left-radius:3px;border-top-left-radius:3px}.pagination-lg>li:last-child>a,.pagination-lg>li:last-child>span{border-bottom-right-radius:3px;border-top-right-radius:3px}.pagination-sm>li>a,.pagination-sm>li>span{padding:5px 10px;font-size:12px}.pagination-sm>li:first-child>a,.pagination-sm>li:first-child>span{border-bottom-left-radius:1px;border-top-left-radius:1px}.pagination-sm>li:last-child>a,.pagination-sm>li:last-child>span{border-bottom-right-radius:1px;border-top-right-radius:1px}.pager{padding-left:0;margin:18px 0;list-style:none;text-align:center}.pager li{display:inline}.pager li>a,.pager li>span{display:inline-block;padding:5px 14px;background-color:#fff;border:1px solid #ddd;border-radius:15px}.pager li>a:hover,.pager li>a:focus{text-decoration:none;background-color:#eee}.pager .next>a,.pager .next>span{float:right}.pager .previous>a,.pager .previous>span{float:left}.pager .disabled>a,.pager .disabled>a:hover,.pager .disabled>a:focus,.pager .disabled>span{color:#777;background-color:#fff;cursor:not-allowed}.label{display:inline;padding:.2em .6em .3em;font-size:75%;font-weight:bold;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:.25em}a.label:hover,a.label:focus{color:#fff;text-decoration:none;cursor:pointer}.label:empty{display:none}.btn .label{position:relative;top:-1px}.label-default{background-color:#777}.label-default[href]:hover,.label-default[href]:focus{background-color:#5e5e5e}.label-primary{background-color:#337ab7}.label-primary[href]:hover,.label-primary[href]:focus{background-color:#286090}.label-success{background-color:#5cb85c}.label-success[href]:hover,.label-success[href]:focus{background-color:#449d44}.label-info{background-color:#5bc0de}.label-info[href]:hover,.label-info[href]:focus{background-color:#31b0d5}.label-warning{background-color:#f0ad4e}.label-warning[href]:hover,.label-warning[href]:focus{background-color:#ec971f}.label-danger{background-color:#d9534f}.label-danger[href]:hover,.label-danger[href]:focus{background-color:#c9302c}.badge{display:inline-block;min-width:10px;padding:3px 7px;font-size:12px;font-weight:bold;color:#fff;line-height:1;vertical-align:baseline;white-space:nowrap;text-align:center;background-color:#777;border-radius:10px}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.btn-xs .badge{top:0;padding:1px 5px}a.badge:hover,a.badge:focus{color:#fff;text-decoration:none;cursor:pointer}.list-group-item.active>.badge,.nav-pills>.active>a>.badge{color:#337ab7;background-color:#fff}.list-group-item>.badge{float:right}.list-group-item>.badge+.badge{margin-right:5px}.nav-pills>li>a>.badge{margin-left:3px}.jumbotron{padding:30px 15px;margin-bottom:30px;color:inherit;background-color:#eee}.jumbotron h1,.jumbotron .h1{color:inherit}.jumbotron p{margin-bottom:15px;font-size:20px;font-weight:200}.jumbotron>hr{border-top-color:#d5d5d5}.container .jumbotron,.container-fluid .jumbotron{border-radius:3px}.jumbotron .container{max-width:100%}@media screen and (min-width:768px){.jumbotron{padding:48px 0}.container .jumbotron,.container-fluid .jumbotron{padding-left:60px;padding-right:60px}.jumbotron h1,.jumbotron .h1{font-size:58.5px}}.thumbnail{display:block;padding:4px;margin-bottom:18px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:2px;-webkit-transition:border .2s ease-in-out;-o-transition:border .2s ease-in-out;transition:border .2s ease-in-out}.thumbnail>img,.thumbnail a>img{margin-left:auto;margin-right:auto}a.thumbnail:hover,a.thumbnail:focus,a.thumbnail.active{border-color:#337ab7}.thumbnail .caption{padding:9px;color:#000}.alert{padding:15px;margin-bottom:18px;border:1px solid transparent;border-radius:2px}.alert h4{margin-top:0;color:inherit}.alert .alert-link{font-weight:bold}.alert>p,.alert>ul{margin-bottom:0}.alert>p+p{margin-top:5px}.alert-dismissable,.alert-dismissible{padding-right:35px}.alert-dismissable .close,.alert-dismissible .close{position:relative;top:-2px;right:-21px;color:inherit}.alert-success{background-color:#dff0d8;border-color:#d6e9c6;color:#3c763d}.alert-success hr{border-top-color:#c9e2b3}.alert-success .alert-link{color:#2b542c}.alert-info{background-color:#d9edf7;border-color:#bce8f1;color:#31708f}.alert-info hr{border-top-color:#a6e1ec}.alert-info .alert-link{color:#245269}.alert-warning{background-color:#fcf8e3;border-color:#faebcc;color:#8a6d3b}.alert-warning hr{border-top-color:#f7e1b5}.alert-warning .alert-link{color:#66512c}.alert-danger{background-color:#f2dede;border-color:#ebccd1;color:#a94442}.alert-danger hr{border-top-color:#e4b9c0}.alert-danger .alert-link{color:#843534}@-webkit-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}.progress{overflow:hidden;height:18px;margin-bottom:18px;background-color:#f5f5f5;border-radius:2px;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,0.1);box-shadow:inset 0 1px 2px rgba(0,0,0,0.1)}.progress-bar{float:left;width:0;height:100%;font-size:12px;line-height:18px;color:#fff;text-align:center;background-color:#337ab7;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,0.15);box-shadow:inset 0 -1px 0 rgba(0,0,0,0.15);-webkit-transition:width .6s ease;-o-transition:width .6s ease;transition:width .6s ease}.progress-striped .progress-bar,.progress-bar-striped{background-image:-webkit-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:-o-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-size:40px 40px}.progress.active .progress-bar,.progress-bar.active{-webkit-animation:progress-bar-stripes 2s linear infinite;-o-animation:progress-bar-stripes 2s linear infinite;animation:progress-bar-stripes 2s linear infinite}.progress-bar-success{background-color:#5cb85c}.progress-striped .progress-bar-success{background-image:-webkit-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:-o-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent)}.progress-bar-info{background-color:#5bc0de}.progress-striped .progress-bar-info{background-image:-webkit-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:-o-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent)}.progress-bar-warning{background-color:#f0ad4e}.progress-striped .progress-bar-warning{background-image:-webkit-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:-o-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent)}.progress-bar-danger{background-color:#d9534f}.progress-striped .progress-bar-danger{background-image:-webkit-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:-o-linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-image:linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent)}.media{margin-top:15px}.media:first-child{margin-top:0}.media-right,.media>.pull-right{padding-left:10px}.media-left,.media>.pull-left{padding-right:10px}.media-left,.media-right,.media-body{display:table-cell;vertical-align:top}.media-middle{vertical-align:middle}.media-bottom{vertical-align:bottom}.media-heading{margin-top:0;margin-bottom:5px}.media-list{padding-left:0;list-style:none}.list-group{margin-bottom:20px;padding-left:0}.list-group-item{position:relative;display:block;padding:10px 15px;margin-bottom:-1px;background-color:#fff;border:1px solid #ddd}.list-group-item:first-child{border-top-right-radius:2px;border-top-left-radius:2px}.list-group-item:last-child{margin-bottom:0;border-bottom-right-radius:2px;border-bottom-left-radius:2px}a.list-group-item{color:#555}a.list-group-item .list-group-item-heading{color:#333}a.list-group-item:hover,a.list-group-item:focus{text-decoration:none;color:#555;background-color:#f5f5f5}.list-group-item.disabled,.list-group-item.disabled:hover,.list-group-item.disabled:focus{background-color:#eee;color:#777;cursor:not-allowed}.list-group-item.disabled .list-group-item-heading,.list-group-item.disabled:hover .list-group-item-heading,.list-group-item.disabled:focus .list-group-item-heading{color:inherit}.list-group-item.disabled .list-group-item-text,.list-group-item.disabled:hover .list-group-item-text,.list-group-item.disabled:focus .list-group-item-text{color:#777}.list-group-item.active,.list-group-item.active:hover,.list-group-item.active:focus{z-index:2;color:#fff;background-color:#337ab7;border-color:#337ab7}.list-group-item.active .list-group-item-heading,.list-group-item.active:hover .list-group-item-heading,.list-group-item.active:focus .list-group-item-heading,.list-group-item.active .list-group-item-heading>small,.list-group-item.active:hover .list-group-item-heading>small,.list-group-item.active:focus .list-group-item-heading>small,.list-group-item.active .list-group-item-heading>.small,.list-group-item.active:hover .list-group-item-heading>.small,.list-group-item.active:focus .list-group-item-heading>.small{color:inherit}.list-group-item.active .list-group-item-text,.list-group-item.active:hover .list-group-item-text,.list-group-item.active:focus .list-group-item-text{color:#c7ddef}.list-group-item-success{color:#3c763d;background-color:#dff0d8}a.list-group-item-success{color:#3c763d}a.list-group-item-success .list-group-item-heading{color:inherit}a.list-group-item-success:hover,a.list-group-item-success:focus{color:#3c763d;background-color:#d0e9c6}a.list-group-item-success.active,a.list-group-item-success.active:hover,a.list-group-item-success.active:focus{color:#fff;background-color:#3c763d;border-color:#3c763d}.list-group-item-info{color:#31708f;background-color:#d9edf7}a.list-group-item-info{color:#31708f}a.list-group-item-info .list-group-item-heading{color:inherit}a.list-group-item-info:hover,a.list-group-item-info:focus{color:#31708f;background-color:#c4e3f3}a.list-group-item-info.active,a.list-group-item-info.active:hover,a.list-group-item-info.active:focus{color:#fff;background-color:#31708f;border-color:#31708f}.list-group-item-warning{color:#8a6d3b;background-color:#fcf8e3}a.list-group-item-warning{color:#8a6d3b}a.list-group-item-warning .list-group-item-heading{color:inherit}a.list-group-item-warning:hover,a.list-group-item-warning:focus{color:#8a6d3b;background-color:#faf2cc}a.list-group-item-warning.active,a.list-group-item-warning.active:hover,a.list-group-item-warning.active:focus{color:#fff;background-color:#8a6d3b;border-color:#8a6d3b}.list-group-item-danger{color:#a94442;background-color:#f2dede}a.list-group-item-danger{color:#a94442}a.list-group-item-danger .list-group-item-heading{color:inherit}a.list-group-item-danger:hover,a.list-group-item-danger:focus{color:#a94442;background-color:#ebcccc}a.list-group-item-danger.active,a.list-group-item-danger.active:hover,a.list-group-item-danger.active:focus{color:#fff;background-color:#a94442;border-color:#a94442}.list-group-item-heading{margin-top:0;margin-bottom:5px}.list-group-item-text{margin-bottom:0;line-height:1.3}.panel{margin-bottom:18px;background-color:#fff;border:1px solid transparent;border-radius:2px;-webkit-box-shadow:0 1px 1px rgba(0,0,0,0.05);box-shadow:0 1px 1px rgba(0,0,0,0.05)}.panel-body{padding:15px}.panel-heading{padding:10px 15px;border-bottom:1px solid transparent;border-top-right-radius:1px;border-top-left-radius:1px}.panel-heading>.dropdown .dropdown-toggle{color:inherit}.panel-title{margin-top:0;margin-bottom:0;font-size:15px;color:inherit}.panel-title>a{color:inherit}.panel-footer{padding:10px 15px;background-color:#f5f5f5;border-top:1px solid #ddd;border-bottom-right-radius:1px;border-bottom-left-radius:1px}.panel>.list-group,.panel>.panel-collapse>.list-group{margin-bottom:0}.panel>.list-group .list-group-item,.panel>.panel-collapse>.list-group .list-group-item{border-width:1px 0;border-radius:0}.panel>.list-group:first-child .list-group-item:first-child,.panel>.panel-collapse>.list-group:first-child .list-group-item:first-child{border-top:0;border-top-right-radius:1px;border-top-left-radius:1px}.panel>.list-group:last-child .list-group-item:last-child,.panel>.panel-collapse>.list-group:last-child .list-group-item:last-child{border-bottom:0;border-bottom-right-radius:1px;border-bottom-left-radius:1px}.panel-heading+.list-group .list-group-item:first-child{border-top-width:0}.list-group+.panel-footer{border-top-width:0}.panel>.table,.panel>.table-responsive>.table,.panel>.panel-collapse>.table{margin-bottom:0}.panel>.table caption,.panel>.table-responsive>.table caption,.panel>.panel-collapse>.table caption{padding-left:15px;padding-right:15px}.panel>.table:first-child,.panel>.table-responsive:first-child>.table:first-child{border-top-right-radius:1px;border-top-left-radius:1px}.panel>.table:first-child>thead:first-child>tr:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child{border-top-left-radius:1px;border-top-right-radius:1px}.panel>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table:first-child>thead:first-child>tr:first-child th:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:first-child{border-top-left-radius:1px}.panel>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table:first-child>thead:first-child>tr:first-child th:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:last-child{border-top-right-radius:1px}.panel>.table:last-child,.panel>.table-responsive:last-child>.table:last-child{border-bottom-right-radius:1px;border-bottom-left-radius:1px}.panel>.table:last-child>tbody:last-child>tr:last-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child{border-bottom-left-radius:1px;border-bottom-right-radius:1px}.panel>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:first-child{border-bottom-left-radius:1px}.panel>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:last-child{border-bottom-right-radius:1px}.panel>.panel-body+.table,.panel>.panel-body+.table-responsive,.panel>.table+.panel-body,.panel>.table-responsive+.panel-body{border-top:1px solid #ddd}.panel>.table>tbody:first-child>tr:first-child th,.panel>.table>tbody:first-child>tr:first-child td{border-top:0}.panel>.table-bordered,.panel>.table-responsive>.table-bordered{border:0}.panel>.table-bordered>thead>tr>th:first-child,.panel>.table-responsive>.table-bordered>thead>tr>th:first-child,.panel>.table-bordered>tbody>tr>th:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:first-child,.panel>.table-bordered>tfoot>tr>th:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:first-child,.panel>.table-bordered>thead>tr>td:first-child,.panel>.table-responsive>.table-bordered>thead>tr>td:first-child,.panel>.table-bordered>tbody>tr>td:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:first-child,.panel>.table-bordered>tfoot>tr>td:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:first-child{border-left:0}.panel>.table-bordered>thead>tr>th:last-child,.panel>.table-responsive>.table-bordered>thead>tr>th:last-child,.panel>.table-bordered>tbody>tr>th:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:last-child,.panel>.table-bordered>tfoot>tr>th:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:last-child,.panel>.table-bordered>thead>tr>td:last-child,.panel>.table-responsive>.table-bordered>thead>tr>td:last-child,.panel>.table-bordered>tbody>tr>td:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:last-child,.panel>.table-bordered>tfoot>tr>td:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:last-child{border-right:0}.panel>.table-bordered>thead>tr:first-child>td,.panel>.table-responsive>.table-bordered>thead>tr:first-child>td,.panel>.table-bordered>tbody>tr:first-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>td,.panel>.table-bordered>thead>tr:first-child>th,.panel>.table-responsive>.table-bordered>thead>tr:first-child>th,.panel>.table-bordered>tbody>tr:first-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>th{border-bottom:0}.panel>.table-bordered>tbody>tr:last-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>td,.panel>.table-bordered>tfoot>tr:last-child>td,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>td,.panel>.table-bordered>tbody>tr:last-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>th,.panel>.table-bordered>tfoot>tr:last-child>th,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}.panel>.table-responsive{border:0;margin-bottom:0}.panel-group{margin-bottom:18px}.panel-group .panel{margin-bottom:0;border-radius:2px}.panel-group .panel+.panel{margin-top:5px}.panel-group .panel-heading{border-bottom:0}.panel-group .panel-heading+.panel-collapse>.panel-body,.panel-group .panel-heading+.panel-collapse>.list-group{border-top:1px solid #ddd}.panel-group .panel-footer{border-top:0}.panel-group .panel-footer+.panel-collapse .panel-body{border-bottom:1px solid #ddd}.panel-default{border-color:#ddd}.panel-default>.panel-heading{color:#333;background-color:#f5f5f5;border-color:#ddd}.panel-default>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ddd}.panel-default>.panel-heading .badge{color:#f5f5f5;background-color:#333}.panel-default>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ddd}.panel-primary{border-color:#337ab7}.panel-primary>.panel-heading{color:#fff;background-color:#337ab7;border-color:#337ab7}.panel-primary>.panel-heading+.panel-collapse>.panel-body{border-top-color:#337ab7}.panel-primary>.panel-heading .badge{color:#337ab7;background-color:#fff}.panel-primary>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#337ab7}.panel-success{border-color:#d6e9c6}.panel-success>.panel-heading{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.panel-success>.panel-heading+.panel-collapse>.panel-body{border-top-color:#d6e9c6}.panel-success>.panel-heading .badge{color:#dff0d8;background-color:#3c763d}.panel-success>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#d6e9c6}.panel-info{border-color:#bce8f1}.panel-info>.panel-heading{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.panel-info>.panel-heading+.panel-collapse>.panel-body{border-top-color:#bce8f1}.panel-info>.panel-heading .badge{color:#d9edf7;background-color:#31708f}.panel-info>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#bce8f1}.panel-warning{border-color:#faebcc}.panel-warning>.panel-heading{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.panel-warning>.panel-heading+.panel-collapse>.panel-body{border-top-color:#faebcc}.panel-warning>.panel-heading .badge{color:#fcf8e3;background-color:#8a6d3b}.panel-warning>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#faebcc}.panel-danger{border-color:#ebccd1}.panel-danger>.panel-heading{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.panel-danger>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ebccd1}.panel-danger>.panel-heading .badge{color:#f2dede;background-color:#a94442}.panel-danger>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ebccd1}.embed-responsive{position:relative;display:block;height:0;padding:0;overflow:hidden}.embed-responsive .embed-responsive-item,.embed-responsive iframe,.embed-responsive embed,.embed-responsive object,.embed-responsive video{position:absolute;top:0;left:0;bottom:0;height:100%;width:100%;border:0}.embed-responsive.embed-responsive-16by9{padding-bottom:56.25%}.embed-responsive.embed-responsive-4by3{padding-bottom:75%}.well{min-height:20px;padding:19px;margin-bottom:20px;background-color:#f5f5f5;border:1px solid #e3e3e3;border-radius:2px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.05);box-shadow:inset 0 1px 1px rgba(0,0,0,0.05)}.well blockquote{border-color:#ddd;border-color:rgba(0,0,0,0.15)}.well-lg{padding:24px;border-radius:3px}.well-sm{padding:9px;border-radius:1px}.close{float:right;font-size:19.5px;font-weight:bold;line-height:1;color:#000;text-shadow:0 1px 0 #fff;opacity:.2;filter:alpha(opacity=20)}.close:hover,.close:focus{color:#000;text-decoration:none;cursor:pointer;opacity:.5;filter:alpha(opacity=50)}button.close{padding:0;cursor:pointer;background:transparent;border:0;-webkit-appearance:none}.modal-open{overflow:hidden}.modal{display:none;overflow:hidden;position:fixed;top:0;right:0;bottom:0;left:0;z-index:1040;-webkit-overflow-scrolling:touch;outline:0}.modal.fade .modal-dialog{-webkit-transform:translate(0, -25%);-ms-transform:translate(0, -25%);-o-transform:translate(0, -25%);transform:translate(0, -25%);-webkit-transition:-webkit-transform 0.3s ease-out;-moz-transition:-moz-transform 0.3s ease-out;-o-transition:-o-transform 0.3s ease-out;transition:transform 0.3s ease-out}.modal.in .modal-dialog{-webkit-transform:translate(0, 0);-ms-transform:translate(0, 0);-o-transform:translate(0, 0);transform:translate(0, 0)}.modal-open .modal{overflow-x:hidden;overflow-y:auto}.modal-dialog{position:relative;width:auto;margin:10px}.modal-content{position:relative;background-color:#fff;border:1px solid #999;border:1px solid rgba(0,0,0,0.2);border-radius:3px;-webkit-box-shadow:0 3px 9px rgba(0,0,0,0.5);box-shadow:0 3px 9px rgba(0,0,0,0.5);background-clip:padding-box;outline:0}.modal-backdrop{position:absolute;top:0;right:0;left:0;background-color:#000}.modal-backdrop.fade{opacity:0;filter:alpha(opacity=0)}.modal-backdrop.in{opacity:.5;filter:alpha(opacity=50)}.modal-header{padding:15px;border-bottom:1px solid #e5e5e5;min-height:16.42857143px}.modal-header .close{margin-top:-2px}.modal-title{margin:0;line-height:1.42857143}.modal-body{position:relative;padding:15px}.modal-footer{padding:15px;text-align:right;border-top:1px solid #e5e5e5}.modal-footer .btn+.btn{margin-left:5px;margin-bottom:0}.modal-footer .btn-group .btn+.btn{margin-left:-1px}.modal-footer .btn-block+.btn-block{margin-left:0}.modal-scrollbar-measure{position:absolute;top:-9999px;width:50px;height:50px;overflow:scroll}@media (min-width:768px){.modal-dialog{width:600px;margin:30px auto}.modal-content{-webkit-box-shadow:0 5px 15px rgba(0,0,0,0.5);box-shadow:0 5px 15px rgba(0,0,0,0.5)}.modal-sm{width:300px}}@media (min-width:992px){.modal-lg{width:900px}}.tooltip{position:absolute;z-index:1070;display:block;visibility:visible;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:12px;font-weight:normal;line-height:1.4;opacity:0;filter:alpha(opacity=0)}.tooltip.in{opacity:.9;filter:alpha(opacity=90)}.tooltip.top{margin-top:-3px;padding:5px 0}.tooltip.right{margin-left:3px;padding:0 5px}.tooltip.bottom{margin-top:3px;padding:5px 0}.tooltip.left{margin-left:-3px;padding:0 5px}.tooltip-inner{max-width:200px;padding:3px 8px;color:#fff;text-align:center;text-decoration:none;background-color:#000;border-radius:2px}.tooltip-arrow{position:absolute;width:0;height:0;border-color:transparent;border-style:solid}.tooltip.top .tooltip-arrow{bottom:0;left:50%;margin-left:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-left .tooltip-arrow{bottom:0;right:5px;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-right .tooltip-arrow{bottom:0;left:5px;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.right .tooltip-arrow{top:50%;left:0;margin-top:-5px;border-width:5px 5px 5px 0;border-right-color:#000}.tooltip.left .tooltip-arrow{top:50%;right:0;margin-top:-5px;border-width:5px 0 5px 5px;border-left-color:#000}.tooltip.bottom .tooltip-arrow{top:0;left:50%;margin-left:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-left .tooltip-arrow{top:0;right:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-right .tooltip-arrow{top:0;left:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.popover{position:absolute;top:0;left:0;z-index:1060;display:none;max-width:276px;padding:1px;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:13px;font-weight:normal;line-height:1.42857143;text-align:left;background-color:#fff;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,0.2);border-radius:3px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,0.2);box-shadow:0 5px 10px rgba(0,0,0,0.2);white-space:normal}.popover.top{margin-top:-10px}.popover.right{margin-left:10px}.popover.bottom{margin-top:10px}.popover.left{margin-left:-10px}.popover-title{margin:0;padding:8px 14px;font-size:13px;background-color:#f7f7f7;border-bottom:1px solid #ebebeb;border-radius:2px 2px 0 0}.popover-content{padding:9px 14px}.popover>.arrow,.popover>.arrow:after{position:absolute;display:block;width:0;height:0;border-color:transparent;border-style:solid}.popover>.arrow{border-width:11px}.popover>.arrow:after{border-width:10px;content:""}.popover.top>.arrow{left:50%;margin-left:-11px;border-bottom-width:0;border-top-color:#999;border-top-color:rgba(0,0,0,0.25);bottom:-11px}.popover.top>.arrow:after{content:" ";bottom:1px;margin-left:-10px;border-bottom-width:0;border-top-color:#fff}.popover.right>.arrow{top:50%;left:-11px;margin-top:-11px;border-left-width:0;border-right-color:#999;border-right-color:rgba(0,0,0,0.25)}.popover.right>.arrow:after{content:" ";left:1px;bottom:-10px;border-left-width:0;border-right-color:#fff}.popover.bottom>.arrow{left:50%;margin-left:-11px;border-top-width:0;border-bottom-color:#999;border-bottom-color:rgba(0,0,0,0.25);top:-11px}.popover.bottom>.arrow:after{content:" ";top:1px;margin-left:-10px;border-top-width:0;border-bottom-color:#fff}.popover.left>.arrow{top:50%;right:-11px;margin-top:-11px;border-right-width:0;border-left-color:#999;border-left-color:rgba(0,0,0,0.25)}.popover.left>.arrow:after{content:" ";right:1px;border-right-width:0;border-left-color:#fff;bottom:-10px}.carousel{position:relative}.carousel-inner{position:relative;overflow:hidden;width:100%}.carousel-inner>.item{display:none;position:relative;-webkit-transition:.6s ease-in-out left;-o-transition:.6s ease-in-out left;transition:.6s ease-in-out left}.carousel-inner>.item>img,.carousel-inner>.item>a>img{line-height:1}@media all and (transform-3d),(-webkit-transform-3d){.carousel-inner>.item{transition:transform .6s ease-in-out;backface-visibility:hidden;perspective:1000}.carousel-inner>.item.next,.carousel-inner>.item.active.right{transform:translate3d(100%, 0, 0);left:0}.carousel-inner>.item.prev,.carousel-inner>.item.active.left{transform:translate3d(-100%, 0, 0);left:0}.carousel-inner>.item.next.left,.carousel-inner>.item.prev.right,.carousel-inner>.item.active{transform:translate3d(0, 0, 0);left:0}}.carousel-inner>.active,.carousel-inner>.next,.carousel-inner>.prev{display:block}.carousel-inner>.active{left:0}.carousel-inner>.next,.carousel-inner>.prev{position:absolute;top:0;width:100%}.carousel-inner>.next{left:100%}.carousel-inner>.prev{left:-100%}.carousel-inner>.next.left,.carousel-inner>.prev.right{left:0}.carousel-inner>.active.left{left:-100%}.carousel-inner>.active.right{left:100%}.carousel-control{position:absolute;top:0;left:0;bottom:0;width:15%;opacity:.5;filter:alpha(opacity=50);font-size:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,0.6)}.carousel-control.left{background-image:-webkit-linear-gradient(left, rgba(0,0,0,0.5) 0, rgba(0,0,0,0.0001) 100%);background-image:-o-linear-gradient(left, rgba(0,0,0,0.5) 0, rgba(0,0,0,0.0001) 100%);background-image:linear-gradient(to right, rgba(0,0,0,0.5) 0, rgba(0,0,0,0.0001) 100%);background-repeat:repeat-x;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1)}.carousel-control.right{left:auto;right:0;background-image:-webkit-linear-gradient(left, rgba(0,0,0,0.0001) 0, rgba(0,0,0,0.5) 100%);background-image:-o-linear-gradient(left, rgba(0,0,0,0.0001) 0, rgba(0,0,0,0.5) 100%);background-image:linear-gradient(to right, rgba(0,0,0,0.0001) 0, rgba(0,0,0,0.5) 100%);background-repeat:repeat-x;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1)}.carousel-control:hover,.carousel-control:focus{outline:0;color:#fff;text-decoration:none;opacity:.9;filter:alpha(opacity=90)}.carousel-control .icon-prev,.carousel-control .icon-next,.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right{position:absolute;top:50%;z-index:5;display:inline-block}.carousel-control .icon-prev,.carousel-control .glyphicon-chevron-left{left:50%;margin-left:-10px}.carousel-control .icon-next,.carousel-control .glyphicon-chevron-right{right:50%;margin-right:-10px}.carousel-control .icon-prev,.carousel-control .icon-next{width:20px;height:20px;margin-top:-10px;font-family:serif}.carousel-control .icon-prev:before{content:'\2039'}.carousel-control .icon-next:before{content:'\203a'}.carousel-indicators{position:absolute;bottom:10px;left:50%;z-index:15;width:60%;margin-left:-30%;padding-left:0;list-style:none;text-align:center}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;border:1px solid #fff;border-radius:10px;cursor:pointer;background-color:#000 \9;background-color:rgba(0,0,0,0)}.carousel-indicators .active{margin:0;width:12px;height:12px;background-color:#fff}.carousel-caption{position:absolute;left:15%;right:15%;bottom:20px;z-index:10;padding-top:20px;padding-bottom:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,0.6)}.carousel-caption .btn{text-shadow:none}@media screen and (min-width:768px){.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-prev,.carousel-control .icon-next{width:30px;height:30px;margin-top:-15px;font-size:30px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{margin-left:-15px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{margin-right:-15px}.carousel-caption{left:20%;right:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.clearfix:before,.clearfix:after,.dl-horizontal dd:before,.dl-horizontal dd:after,.container:before,.container:after,.container-fluid:before,.container-fluid:after,.row:before,.row:after,.form-horizontal .form-group:before,.form-horizontal .form-group:after,.btn-toolbar:before,.btn-toolbar:after,.btn-group-vertical>.btn-group:before,.btn-group-vertical>.btn-group:after,.nav:before,.nav:after,.navbar:before,.navbar:after,.navbar-header:before,.navbar-header:after,.navbar-collapse:before,.navbar-collapse:after,.pager:before,.pager:after,.panel-body:before,.panel-body:after,.modal-footer:before,.modal-footer:after,.item_buttons:before,.item_buttons:after{content:" ";display:table}.clearfix:after,.dl-horizontal dd:after,.container:after,.container-fluid:after,.row:after,.form-horizontal .form-group:after,.btn-toolbar:after,.btn-group-vertical>.btn-group:after,.nav:after,.navbar:after,.navbar-header:after,.navbar-collapse:after,.pager:after,.panel-body:after,.modal-footer:after,.item_buttons:after{clear:both}.center-block{display:block;margin-left:auto;margin-right:auto}.pull-right{float:right !important}.pull-left{float:left !important}.hide{display:none !important}.show{display:block !important}.invisible{visibility:hidden}.text-hide{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.hidden{display:none !important;visibility:hidden !important}.affix{position:fixed}@-ms-viewport{width:device-width}.visible-xs,.visible-sm,.visible-md,.visible-lg{display:none !important}.visible-xs-block,.visible-xs-inline,.visible-xs-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block{display:none !important}@media (max-width:767px){.visible-xs{display:block !important}table.visible-xs{display:table}tr.visible-xs{display:table-row !important}th.visible-xs,td.visible-xs{display:table-cell !important}}@media (max-width:767px){.visible-xs-block{display:block !important}}@media (max-width:767px){.visible-xs-inline{display:inline !important}}@media (max-width:767px){.visible-xs-inline-block{display:inline-block !important}}@media (min-width:768px) and (max-width:991px){.visible-sm{display:block !important}table.visible-sm{display:table}tr.visible-sm{display:table-row !important}th.visible-sm,td.visible-sm{display:table-cell !important}}@media (min-width:768px) and (max-width:991px){.visible-sm-block{display:block !important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline{display:inline !important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline-block{display:inline-block !important}}@media (min-width:992px) and (max-width:1199px){.visible-md{display:block !important}table.visible-md{display:table}tr.visible-md{display:table-row !important}th.visible-md,td.visible-md{display:table-cell !important}}@media (min-width:992px) and (max-width:1199px){.visible-md-block{display:block !important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline{display:inline !important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline-block{display:inline-block !important}}@media (min-width:1200px){.visible-lg{display:block !important}table.visible-lg{display:table}tr.visible-lg{display:table-row !important}th.visible-lg,td.visible-lg{display:table-cell !important}}@media (min-width:1200px){.visible-lg-block{display:block !important}}@media (min-width:1200px){.visible-lg-inline{display:inline !important}}@media (min-width:1200px){.visible-lg-inline-block{display:inline-block !important}}@media (max-width:767px){.hidden-xs{display:none !important}}@media (min-width:768px) and (max-width:991px){.hidden-sm{display:none !important}}@media (min-width:992px) and (max-width:1199px){.hidden-md{display:none !important}}@media (min-width:1200px){.hidden-lg{display:none !important}}.visible-print{display:none !important}@media print{.visible-print{display:block !important}table.visible-print{display:table}tr.visible-print{display:table-row !important}th.visible-print,td.visible-print{display:table-cell !important}}.visible-print-block{display:none !important}@media print{.visible-print-block{display:block !important}}.visible-print-inline{display:none !important}@media print{.visible-print-inline{display:inline !important}}.visible-print-inline-block{display:none !important}@media print{.visible-print-inline-block{display:inline-block !important}}@media print{.hidden-print{display:none !important}}/*!
*
* Font Awesome
*
*//*!
 *  Font Awesome 4.3.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */@font-face{font-family:'FontAwesome';src:url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.3.0');src:url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.3.0') format('embedded-opentype'),url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.3.0') format('woff2'),url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.3.0') format('woff'),url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.3.0') format('truetype'),url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.3.0#fontawesomeregular') format('svg');font-weight:normal;font-style:normal}.fa{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0)}.fa-lg{font-size:1.33333333em;line-height:.75em;vertical-align:-15%}.fa-2x{font-size:2em}.fa-3x{font-size:3em}.fa-4x{font-size:4em}.fa-5x{font-size:5em}.fa-fw{width:1.28571429em;text-align:center}.fa-ul{padding-left:0;margin-left:2.14285714em;list-style-type:none}.fa-ul>li{position:relative}.fa-li{position:absolute;left:-2.14285714em;width:2.14285714em;top:.14285714em;text-align:center}.fa-li.fa-lg{left:-1.85714286em}.fa-border{padding:.2em .25em .15em;border:solid .08em #eee;border-radius:.1em}.pull-right{float:right}.pull-left{float:left}.fa.pull-left{margin-right:.3em}.fa.pull-right{margin-left:.3em}.fa-spin{-webkit-animation:fa-spin 2s infinite linear;animation:fa-spin 2s infinite linear}.fa-pulse{-webkit-animation:fa-spin 1s infinite steps(8);animation:fa-spin 1s infinite steps(8)}@-webkit-keyframes fa-spin{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}100%{-webkit-transform:rotate(359deg);transform:rotate(359deg)}}@keyframes fa-spin{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}100%{-webkit-transform:rotate(359deg);transform:rotate(359deg)}}.fa-rotate-90{filter:progid:DXImageTransform.Microsoft.BasicImage(rotation=1);-webkit-transform:rotate(90deg);-ms-transform:rotate(90deg);transform:rotate(90deg)}.fa-rotate-180{filter:progid:DXImageTransform.Microsoft.BasicImage(rotation=2);-webkit-transform:rotate(180deg);-ms-transform:rotate(180deg);transform:rotate(180deg)}.fa-rotate-270{filter:progid:DXImageTransform.Microsoft.BasicImage(rotation=3);-webkit-transform:rotate(270deg);-ms-transform:rotate(270deg);transform:rotate(270deg)}.fa-flip-horizontal{filter:progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);-webkit-transform:scale(-1, 1);-ms-transform:scale(-1, 1);transform:scale(-1, 1)}.fa-flip-vertical{filter:progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);-webkit-transform:scale(1, -1);-ms-transform:scale(1, -1);transform:scale(1, -1)}:root .fa-rotate-90,:root .fa-rotate-180,:root .fa-rotate-270,:root .fa-flip-horizontal,:root .fa-flip-vertical{filter:none}.fa-stack{position:relative;display:inline-block;width:2em;height:2em;line-height:2em;vertical-align:middle}.fa-stack-1x,.fa-stack-2x{position:absolute;left:0;width:100%;text-align:center}.fa-stack-1x{line-height:inherit}.fa-stack-2x{font-size:2em}.fa-inverse{color:#fff}.fa-glass:before{content:"\f000"}.fa-music:before{content:"\f001"}.fa-search:before{content:"\f002"}.fa-envelope-o:before{content:"\f003"}.fa-heart:before{content:"\f004"}.fa-star:before{content:"\f005"}.fa-star-o:before{content:"\f006"}.fa-user:before{content:"\f007"}.fa-film:before{content:"\f008"}.fa-th-large:before{content:"\f009"}.fa-th:before{content:"\f00a"}.fa-th-list:before{content:"\f00b"}.fa-check:before{content:"\f00c"}.fa-remove:before,.fa-close:before,.fa-times:before{content:"\f00d"}.fa-search-plus:before{content:"\f00e"}.fa-search-minus:before{content:"\f010"}.fa-power-off:before{content:"\f011"}.fa-signal:before{content:"\f012"}.fa-gear:before,.fa-cog:before{content:"\f013"}.fa-trash-o:before{content:"\f014"}.fa-home:before{content:"\f015"}.fa-file-o:before{content:"\f016"}.fa-clock-o:before{content:"\f017"}.fa-road:before{content:"\f018"}.fa-download:before{content:"\f019"}.fa-arrow-circle-o-down:before{content:"\f01a"}.fa-arrow-circle-o-up:before{content:"\f01b"}.fa-inbox:before{content:"\f01c"}.fa-play-circle-o:before{content:"\f01d"}.fa-rotate-right:before,.fa-repeat:before{content:"\f01e"}.fa-refresh:before{content:"\f021"}.fa-list-alt:before{content:"\f022"}.fa-lock:before{content:"\f023"}.fa-flag:before{content:"\f024"}.fa-headphones:before{content:"\f025"}.fa-volume-off:before{content:"\f026"}.fa-volume-down:before{content:"\f027"}.fa-volume-up:before{content:"\f028"}.fa-qrcode:before{content:"\f029"}.fa-barcode:before{content:"\f02a"}.fa-tag:before{content:"\f02b"}.fa-tags:before{content:"\f02c"}.fa-book:before{content:"\f02d"}.fa-bookmark:before{content:"\f02e"}.fa-print:before{content:"\f02f"}.fa-camera:before{content:"\f030"}.fa-font:before{content:"\f031"}.fa-bold:before{content:"\f032"}.fa-italic:before{content:"\f033"}.fa-text-height:before{content:"\f034"}.fa-text-width:before{content:"\f035"}.fa-align-left:before{content:"\f036"}.fa-align-center:before{content:"\f037"}.fa-align-right:before{content:"\f038"}.fa-align-justify:before{content:"\f039"}.fa-list:before{content:"\f03a"}.fa-dedent:before,.fa-outdent:before{content:"\f03b"}.fa-indent:before{content:"\f03c"}.fa-video-camera:before{content:"\f03d"}.fa-photo:before,.fa-image:before,.fa-picture-o:before{content:"\f03e"}.fa-pencil:before{content:"\f040"}.fa-map-marker:before{content:"\f041"}.fa-adjust:before{content:"\f042"}.fa-tint:before{content:"\f043"}.fa-edit:before,.fa-pencil-square-o:before{content:"\f044"}.fa-share-square-o:before{content:"\f045"}.fa-check-square-o:before{content:"\f046"}.fa-arrows:before{content:"\f047"}.fa-step-backward:before{content:"\f048"}.fa-fast-backward:before{content:"\f049"}.fa-backward:before{content:"\f04a"}.fa-play:before{content:"\f04b"}.fa-pause:before{content:"\f04c"}.fa-stop:before{content:"\f04d"}.fa-forward:before{content:"\f04e"}.fa-fast-forward:before{content:"\f050"}.fa-step-forward:before{content:"\f051"}.fa-eject:before{content:"\f052"}.fa-chevron-left:before{content:"\f053"}.fa-chevron-right:before{content:"\f054"}.fa-plus-circle:before{content:"\f055"}.fa-minus-circle:before{content:"\f056"}.fa-times-circle:before{content:"\f057"}.fa-check-circle:before{content:"\f058"}.fa-question-circle:before{content:"\f059"}.fa-info-circle:before{content:"\f05a"}.fa-crosshairs:before{content:"\f05b"}.fa-times-circle-o:before{content:"\f05c"}.fa-check-circle-o:before{content:"\f05d"}.fa-ban:before{content:"\f05e"}.fa-arrow-left:before{content:"\f060"}.fa-arrow-right:before{content:"\f061"}.fa-arrow-up:before{content:"\f062"}.fa-arrow-down:before{content:"\f063"}.fa-mail-forward:before,.fa-share:before{content:"\f064"}.fa-expand:before{content:"\f065"}.fa-compress:before{content:"\f066"}.fa-plus:before{content:"\f067"}.fa-minus:before{content:"\f068"}.fa-asterisk:before{content:"\f069"}.fa-exclamation-circle:before{content:"\f06a"}.fa-gift:before{content:"\f06b"}.fa-leaf:before{content:"\f06c"}.fa-fire:before{content:"\f06d"}.fa-eye:before{content:"\f06e"}.fa-eye-slash:before{content:"\f070"}.fa-warning:before,.fa-exclamation-triangle:before{content:"\f071"}.fa-plane:before{content:"\f072"}.fa-calendar:before{content:"\f073"}.fa-random:before{content:"\f074"}.fa-comment:before{content:"\f075"}.fa-magnet:before{content:"\f076"}.fa-chevron-up:before{content:"\f077"}.fa-chevron-down:before{content:"\f078"}.fa-retweet:before{content:"\f079"}.fa-shopping-cart:before{content:"\f07a"}.fa-folder:before{content:"\f07b"}.fa-folder-open:before{content:"\f07c"}.fa-arrows-v:before{content:"\f07d"}.fa-arrows-h:before{content:"\f07e"}.fa-bar-chart-o:before,.fa-bar-chart:before{content:"\f080"}.fa-twitter-square:before{content:"\f081"}.fa-facebook-square:before{content:"\f082"}.fa-camera-retro:before{content:"\f083"}.fa-key:before{content:"\f084"}.fa-gears:before,.fa-cogs:before{content:"\f085"}.fa-comments:before{content:"\f086"}.fa-thumbs-o-up:before{content:"\f087"}.fa-thumbs-o-down:before{content:"\f088"}.fa-star-half:before{content:"\f089"}.fa-heart-o:before{content:"\f08a"}.fa-sign-out:before{content:"\f08b"}.fa-linkedin-square:before{content:"\f08c"}.fa-thumb-tack:before{content:"\f08d"}.fa-external-link:before{content:"\f08e"}.fa-sign-in:before{content:"\f090"}.fa-trophy:before{content:"\f091"}.fa-github-square:before{content:"\f092"}.fa-upload:before{content:"\f093"}.fa-lemon-o:before{content:"\f094"}.fa-phone:before{content:"\f095"}.fa-square-o:before{content:"\f096"}.fa-bookmark-o:before{content:"\f097"}.fa-phone-square:before{content:"\f098"}.fa-twitter:before{content:"\f099"}.fa-facebook-f:before,.fa-facebook:before{content:"\f09a"}.fa-github:before{content:"\f09b"}.fa-unlock:before{content:"\f09c"}.fa-credit-card:before{content:"\f09d"}.fa-rss:before{content:"\f09e"}.fa-hdd-o:before{content:"\f0a0"}.fa-bullhorn:before{content:"\f0a1"}.fa-bell:before{content:"\f0f3"}.fa-certificate:before{content:"\f0a3"}.fa-hand-o-right:before{content:"\f0a4"}.fa-hand-o-left:before{content:"\f0a5"}.fa-hand-o-up:before{content:"\f0a6"}.fa-hand-o-down:before{content:"\f0a7"}.fa-arrow-circle-left:before{content:"\f0a8"}.fa-arrow-circle-right:before{content:"\f0a9"}.fa-arrow-circle-up:before{content:"\f0aa"}.fa-arrow-circle-down:before{content:"\f0ab"}.fa-globe:before{content:"\f0ac"}.fa-wrench:before{content:"\f0ad"}.fa-tasks:before{content:"\f0ae"}.fa-filter:before{content:"\f0b0"}.fa-briefcase:before{content:"\f0b1"}.fa-arrows-alt:before{content:"\f0b2"}.fa-group:before,.fa-users:before{content:"\f0c0"}.fa-chain:before,.fa-link:before{content:"\f0c1"}.fa-cloud:before{content:"\f0c2"}.fa-flask:before{content:"\f0c3"}.fa-cut:before,.fa-scissors:before{content:"\f0c4"}.fa-copy:before,.fa-files-o:before{content:"\f0c5"}.fa-paperclip:before{content:"\f0c6"}.fa-save:before,.fa-floppy-o:before{content:"\f0c7"}.fa-square:before{content:"\f0c8"}.fa-navicon:before,.fa-reorder:before,.fa-bars:before{content:"\f0c9"}.fa-list-ul:before{content:"\f0ca"}.fa-list-ol:before{content:"\f0cb"}.fa-strikethrough:before{content:"\f0cc"}.fa-underline:before{content:"\f0cd"}.fa-table:before{content:"\f0ce"}.fa-magic:before{content:"\f0d0"}.fa-truck:before{content:"\f0d1"}.fa-pinterest:before{content:"\f0d2"}.fa-pinterest-square:before{content:"\f0d3"}.fa-google-plus-square:before{content:"\f0d4"}.fa-google-plus:before{content:"\f0d5"}.fa-money:before{content:"\f0d6"}.fa-caret-down:before{content:"\f0d7"}.fa-caret-up:before{content:"\f0d8"}.fa-caret-left:before{content:"\f0d9"}.fa-caret-right:before{content:"\f0da"}.fa-columns:before{content:"\f0db"}.fa-unsorted:before,.fa-sort:before{content:"\f0dc"}.fa-sort-down:before,.fa-sort-desc:before{content:"\f0dd"}.fa-sort-up:before,.fa-sort-asc:before{content:"\f0de"}.fa-envelope:before{content:"\f0e0"}.fa-linkedin:before{content:"\f0e1"}.fa-rotate-left:before,.fa-undo:before{content:"\f0e2"}.fa-legal:before,.fa-gavel:before{content:"\f0e3"}.fa-dashboard:before,.fa-tachometer:before{content:"\f0e4"}.fa-comment-o:before{content:"\f0e5"}.fa-comments-o:before{content:"\f0e6"}.fa-flash:before,.fa-bolt:before{content:"\f0e7"}.fa-sitemap:before{content:"\f0e8"}.fa-umbrella:before{content:"\f0e9"}.fa-paste:before,.fa-clipboard:before{content:"\f0ea"}.fa-lightbulb-o:before{content:"\f0eb"}.fa-exchange:before{content:"\f0ec"}.fa-cloud-download:before{content:"\f0ed"}.fa-cloud-upload:before{content:"\f0ee"}.fa-user-md:before{content:"\f0f0"}.fa-stethoscope:before{content:"\f0f1"}.fa-suitcase:before{content:"\f0f2"}.fa-bell-o:before{content:"\f0a2"}.fa-coffee:before{content:"\f0f4"}.fa-cutlery:before{content:"\f0f5"}.fa-file-text-o:before{content:"\f0f6"}.fa-building-o:before{content:"\f0f7"}.fa-hospital-o:before{content:"\f0f8"}.fa-ambulance:before{content:"\f0f9"}.fa-medkit:before{content:"\f0fa"}.fa-fighter-jet:before{content:"\f0fb"}.fa-beer:before{content:"\f0fc"}.fa-h-square:before{content:"\f0fd"}.fa-plus-square:before{content:"\f0fe"}.fa-angle-double-left:before{content:"\f100"}.fa-angle-double-right:before{content:"\f101"}.fa-angle-double-up:before{content:"\f102"}.fa-angle-double-down:before{content:"\f103"}.fa-angle-left:before{content:"\f104"}.fa-angle-right:before{content:"\f105"}.fa-angle-up:before{content:"\f106"}.fa-angle-down:before{content:"\f107"}.fa-desktop:before{content:"\f108"}.fa-laptop:before{content:"\f109"}.fa-tablet:before{content:"\f10a"}.fa-mobile-phone:before,.fa-mobile:before{content:"\f10b"}.fa-circle-o:before{content:"\f10c"}.fa-quote-left:before{content:"\f10d"}.fa-quote-right:before{content:"\f10e"}.fa-spinner:before{content:"\f110"}.fa-circle:before{content:"\f111"}.fa-mail-reply:before,.fa-reply:before{content:"\f112"}.fa-github-alt:before{content:"\f113"}.fa-folder-o:before{content:"\f114"}.fa-folder-open-o:before{content:"\f115"}.fa-smile-o:before{content:"\f118"}.fa-frown-o:before{content:"\f119"}.fa-meh-o:before{content:"\f11a"}.fa-gamepad:before{content:"\f11b"}.fa-keyboard-o:before{content:"\f11c"}.fa-flag-o:before{content:"\f11d"}.fa-flag-checkered:before{content:"\f11e"}.fa-terminal:before{content:"\f120"}.fa-code:before{content:"\f121"}.fa-mail-reply-all:before,.fa-reply-all:before{content:"\f122"}.fa-star-half-empty:before,.fa-star-half-full:before,.fa-star-half-o:before{content:"\f123"}.fa-location-arrow:before{content:"\f124"}.fa-crop:before{content:"\f125"}.fa-code-fork:before{content:"\f126"}.fa-unlink:before,.fa-chain-broken:before{content:"\f127"}.fa-question:before{content:"\f128"}.fa-info:before{content:"\f129"}.fa-exclamation:before{content:"\f12a"}.fa-superscript:before{content:"\f12b"}.fa-subscript:before{content:"\f12c"}.fa-eraser:before{content:"\f12d"}.fa-puzzle-piece:before{content:"\f12e"}.fa-microphone:before{content:"\f130"}.fa-microphone-slash:before{content:"\f131"}.fa-shield:before{content:"\f132"}.fa-calendar-o:before{content:"\f133"}.fa-fire-extinguisher:before{content:"\f134"}.fa-rocket:before{content:"\f135"}.fa-maxcdn:before{content:"\f136"}.fa-chevron-circle-left:before{content:"\f137"}.fa-chevron-circle-right:before{content:"\f138"}.fa-chevron-circle-up:before{content:"\f139"}.fa-chevron-circle-down:before{content:"\f13a"}.fa-html5:before{content:"\f13b"}.fa-css3:before{content:"\f13c"}.fa-anchor:before{content:"\f13d"}.fa-unlock-alt:before{content:"\f13e"}.fa-bullseye:before{content:"\f140"}.fa-ellipsis-h:before{content:"\f141"}.fa-ellipsis-v:before{content:"\f142"}.fa-rss-square:before{content:"\f143"}.fa-play-circle:before{content:"\f144"}.fa-ticket:before{content:"\f145"}.fa-minus-square:before{content:"\f146"}.fa-minus-square-o:before{content:"\f147"}.fa-level-up:before{content:"\f148"}.fa-level-down:before{content:"\f149"}.fa-check-square:before{content:"\f14a"}.fa-pencil-square:before{content:"\f14b"}.fa-external-link-square:before{content:"\f14c"}.fa-share-square:before{content:"\f14d"}.fa-compass:before{content:"\f14e"}.fa-toggle-down:before,.fa-caret-square-o-down:before{content:"\f150"}.fa-toggle-up:before,.fa-caret-square-o-up:before{content:"\f151"}.fa-toggle-right:before,.fa-caret-square-o-right:before{content:"\f152"}.fa-euro:before,.fa-eur:before{content:"\f153"}.fa-gbp:before{content:"\f154"}.fa-dollar:before,.fa-usd:before{content:"\f155"}.fa-rupee:before,.fa-inr:before{content:"\f156"}.fa-cny:before,.fa-rmb:before,.fa-yen:before,.fa-jpy:before{content:"\f157"}.fa-ruble:before,.fa-rouble:before,.fa-rub:before{content:"\f158"}.fa-won:before,.fa-krw:before{content:"\f159"}.fa-bitcoin:before,.fa-btc:before{content:"\f15a"}.fa-file:before{content:"\f15b"}.fa-file-text:before{content:"\f15c"}.fa-sort-alpha-asc:before{content:"\f15d"}.fa-sort-alpha-desc:before{content:"\f15e"}.fa-sort-amount-asc:before{content:"\f160"}.fa-sort-amount-desc:before{content:"\f161"}.fa-sort-numeric-asc:before{content:"\f162"}.fa-sort-numeric-desc:before{content:"\f163"}.fa-thumbs-up:before{content:"\f164"}.fa-thumbs-down:before{content:"\f165"}.fa-youtube-square:before{content:"\f166"}.fa-youtube:before{content:"\f167"}.fa-xing:before{content:"\f168"}.fa-xing-square:before{content:"\f169"}.fa-youtube-play:before{content:"\f16a"}.fa-dropbox:before{content:"\f16b"}.fa-stack-overflow:before{content:"\f16c"}.fa-instagram:before{content:"\f16d"}.fa-flickr:before{content:"\f16e"}.fa-adn:before{content:"\f170"}.fa-bitbucket:before{content:"\f171"}.fa-bitbucket-square:before{content:"\f172"}.fa-tumblr:before{content:"\f173"}.fa-tumblr-square:before{content:"\f174"}.fa-long-arrow-down:before{content:"\f175"}.fa-long-arrow-up:before{content:"\f176"}.fa-long-arrow-left:before{content:"\f177"}.fa-long-arrow-right:before{content:"\f178"}.fa-apple:before{content:"\f179"}.fa-windows:before{content:"\f17a"}.fa-android:before{content:"\f17b"}.fa-linux:before{content:"\f17c"}.fa-dribbble:before{content:"\f17d"}.fa-skype:before{content:"\f17e"}.fa-foursquare:before{content:"\f180"}.fa-trello:before{content:"\f181"}.fa-female:before{content:"\f182"}.fa-male:before{content:"\f183"}.fa-gittip:before,.fa-gratipay:before{content:"\f184"}.fa-sun-o:before{content:"\f185"}.fa-moon-o:before{content:"\f186"}.fa-archive:before{content:"\f187"}.fa-bug:before{content:"\f188"}.fa-vk:before{content:"\f189"}.fa-weibo:before{content:"\f18a"}.fa-renren:before{content:"\f18b"}.fa-pagelines:before{content:"\f18c"}.fa-stack-exchange:before{content:"\f18d"}.fa-arrow-circle-o-right:before{content:"\f18e"}.fa-arrow-circle-o-left:before{content:"\f190"}.fa-toggle-left:before,.fa-caret-square-o-left:before{content:"\f191"}.fa-dot-circle-o:before{content:"\f192"}.fa-wheelchair:before{content:"\f193"}.fa-vimeo-square:before{content:"\f194"}.fa-turkish-lira:before,.fa-try:before{content:"\f195"}.fa-plus-square-o:before{content:"\f196"}.fa-space-shuttle:before{content:"\f197"}.fa-slack:before{content:"\f198"}.fa-envelope-square:before{content:"\f199"}.fa-wordpress:before{content:"\f19a"}.fa-openid:before{content:"\f19b"}.fa-institution:before,.fa-bank:before,.fa-university:before{content:"\f19c"}.fa-mortar-board:before,.fa-graduation-cap:before{content:"\f19d"}.fa-yahoo:before{content:"\f19e"}.fa-google:before{content:"\f1a0"}.fa-reddit:before{content:"\f1a1"}.fa-reddit-square:before{content:"\f1a2"}.fa-stumbleupon-circle:before{content:"\f1a3"}.fa-stumbleupon:before{content:"\f1a4"}.fa-delicious:before{content:"\f1a5"}.fa-digg:before{content:"\f1a6"}.fa-pied-piper:before{content:"\f1a7"}.fa-pied-piper-alt:before{content:"\f1a8"}.fa-drupal:before{content:"\f1a9"}.fa-joomla:before{content:"\f1aa"}.fa-language:before{content:"\f1ab"}.fa-fax:before{content:"\f1ac"}.fa-building:before{content:"\f1ad"}.fa-child:before{content:"\f1ae"}.fa-paw:before{content:"\f1b0"}.fa-spoon:before{content:"\f1b1"}.fa-cube:before{content:"\f1b2"}.fa-cubes:before{content:"\f1b3"}.fa-behance:before{content:"\f1b4"}.fa-behance-square:before{content:"\f1b5"}.fa-steam:before{content:"\f1b6"}.fa-steam-square:before{content:"\f1b7"}.fa-recycle:before{content:"\f1b8"}.fa-automobile:before,.fa-car:before{content:"\f1b9"}.fa-cab:before,.fa-taxi:before{content:"\f1ba"}.fa-tree:before{content:"\f1bb"}.fa-spotify:before{content:"\f1bc"}.fa-deviantart:before{content:"\f1bd"}.fa-soundcloud:before{content:"\f1be"}.fa-database:before{content:"\f1c0"}.fa-file-pdf-o:before{content:"\f1c1"}.fa-file-word-o:before{content:"\f1c2"}.fa-file-excel-o:before{content:"\f1c3"}.fa-file-powerpoint-o:before{content:"\f1c4"}.fa-file-photo-o:before,.fa-file-picture-o:before,.fa-file-image-o:before{content:"\f1c5"}.fa-file-zip-o:before,.fa-file-archive-o:before{content:"\f1c6"}.fa-file-sound-o:before,.fa-file-audio-o:before{content:"\f1c7"}.fa-file-movie-o:before,.fa-file-video-o:before{content:"\f1c8"}.fa-file-code-o:before{content:"\f1c9"}.fa-vine:before{content:"\f1ca"}.fa-codepen:before{content:"\f1cb"}.fa-jsfiddle:before{content:"\f1cc"}.fa-life-bouy:before,.fa-life-buoy:before,.fa-life-saver:before,.fa-support:before,.fa-life-ring:before{content:"\f1cd"}.fa-circle-o-notch:before{content:"\f1ce"}.fa-ra:before,.fa-rebel:before{content:"\f1d0"}.fa-ge:before,.fa-empire:before{content:"\f1d1"}.fa-git-square:before{content:"\f1d2"}.fa-git:before{content:"\f1d3"}.fa-hacker-news:before{content:"\f1d4"}.fa-tencent-weibo:before{content:"\f1d5"}.fa-qq:before{content:"\f1d6"}.fa-wechat:before,.fa-weixin:before{content:"\f1d7"}.fa-send:before,.fa-paper-plane:before{content:"\f1d8"}.fa-send-o:before,.fa-paper-plane-o:before{content:"\f1d9"}.fa-history:before{content:"\f1da"}.fa-genderless:before,.fa-circle-thin:before{content:"\f1db"}.fa-header:before{content:"\f1dc"}.fa-paragraph:before{content:"\f1dd"}.fa-sliders:before{content:"\f1de"}.fa-share-alt:before{content:"\f1e0"}.fa-share-alt-square:before{content:"\f1e1"}.fa-bomb:before{content:"\f1e2"}.fa-soccer-ball-o:before,.fa-futbol-o:before{content:"\f1e3"}.fa-tty:before{content:"\f1e4"}.fa-binoculars:before{content:"\f1e5"}.fa-plug:before{content:"\f1e6"}.fa-slideshare:before{content:"\f1e7"}.fa-twitch:before{content:"\f1e8"}.fa-yelp:before{content:"\f1e9"}.fa-newspaper-o:before{content:"\f1ea"}.fa-wifi:before{content:"\f1eb"}.fa-calculator:before{content:"\f1ec"}.fa-paypal:before{content:"\f1ed"}.fa-google-wallet:before{content:"\f1ee"}.fa-cc-visa:before{content:"\f1f0"}.fa-cc-mastercard:before{content:"\f1f1"}.fa-cc-discover:before{content:"\f1f2"}.fa-cc-amex:before{content:"\f1f3"}.fa-cc-paypal:before{content:"\f1f4"}.fa-cc-stripe:before{content:"\f1f5"}.fa-bell-slash:before{content:"\f1f6"}.fa-bell-slash-o:before{content:"\f1f7"}.fa-trash:before{content:"\f1f8"}.fa-copyright:before{content:"\f1f9"}.fa-at:before{content:"\f1fa"}.fa-eyedropper:before{content:"\f1fb"}.fa-paint-brush:before{content:"\f1fc"}.fa-birthday-cake:before{content:"\f1fd"}.fa-area-chart:before{content:"\f1fe"}.fa-pie-chart:before{content:"\f200"}.fa-line-chart:before{content:"\f201"}.fa-lastfm:before{content:"\f202"}.fa-lastfm-square:before{content:"\f203"}.fa-toggle-off:before{content:"\f204"}.fa-toggle-on:before{content:"\f205"}.fa-bicycle:before{content:"\f206"}.fa-bus:before{content:"\f207"}.fa-ioxhost:before{content:"\f208"}.fa-angellist:before{content:"\f209"}.fa-cc:before{content:"\f20a"}.fa-shekel:before,.fa-sheqel:before,.fa-ils:before{content:"\f20b"}.fa-meanpath:before{content:"\f20c"}.fa-buysellads:before{content:"\f20d"}.fa-connectdevelop:before{content:"\f20e"}.fa-dashcube:before{content:"\f210"}.fa-forumbee:before{content:"\f211"}.fa-leanpub:before{content:"\f212"}.fa-sellsy:before{content:"\f213"}.fa-shirtsinbulk:before{content:"\f214"}.fa-simplybuilt:before{content:"\f215"}.fa-skyatlas:before{content:"\f216"}.fa-cart-plus:before{content:"\f217"}.fa-cart-arrow-down:before{content:"\f218"}.fa-diamond:before{content:"\f219"}.fa-ship:before{content:"\f21a"}.fa-user-secret:before{content:"\f21b"}.fa-motorcycle:before{content:"\f21c"}.fa-street-view:before{content:"\f21d"}.fa-heartbeat:before{content:"\f21e"}.fa-venus:before{content:"\f221"}.fa-mars:before{content:"\f222"}.fa-mercury:before{content:"\f223"}.fa-transgender:before{content:"\f224"}.fa-transgender-alt:before{content:"\f225"}.fa-venus-double:before{content:"\f226"}.fa-mars-double:before{content:"\f227"}.fa-venus-mars:before{content:"\f228"}.fa-mars-stroke:before{content:"\f229"}.fa-mars-stroke-v:before{content:"\f22a"}.fa-mars-stroke-h:before{content:"\f22b"}.fa-neuter:before{content:"\f22c"}.fa-facebook-official:before{content:"\f230"}.fa-pinterest-p:before{content:"\f231"}.fa-whatsapp:before{content:"\f232"}.fa-server:before{content:"\f233"}.fa-user-plus:before{content:"\f234"}.fa-user-times:before{content:"\f235"}.fa-hotel:before,.fa-bed:before{content:"\f236"}.fa-viacoin:before{content:"\f237"}.fa-train:before{content:"\f238"}.fa-subway:before{content:"\f239"}.fa-medium:before{content:"\f23a"}/*!
*
* IPython base
*
*/.modal.fade .modal-dialog{-webkit-transform:translate(0, 0);-ms-transform:translate(0, 0);-o-transform:translate(0, 0);transform:translate(0, 0)}code{color:#000}pre{font-size:inherit;line-height:inherit}label{font-weight:normal}.border-box-sizing{box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box}.corner-all{border-radius:2px}.no-padding{padding:0}.hbox{display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch}.hbox>*{-webkit-box-flex:0;-moz-box-flex:0;box-flex:0;flex:none}.vbox{display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch}.vbox>*{-webkit-box-flex:0;-moz-box-flex:0;box-flex:0;flex:none}.hbox.reverse,.vbox.reverse,.reverse{-webkit-box-direction:reverse;-moz-box-direction:reverse;box-direction:reverse;flex-direction:row-reverse}.hbox.box-flex0,.vbox.box-flex0,.box-flex0{-webkit-box-flex:0;-moz-box-flex:0;box-flex:0;flex:none;width:auto}.hbox.box-flex1,.vbox.box-flex1,.box-flex1{-webkit-box-flex:1;-moz-box-flex:1;box-flex:1;flex:1}.hbox.box-flex,.vbox.box-flex,.box-flex{-webkit-box-flex:1;-moz-box-flex:1;box-flex:1;flex:1}.hbox.box-flex2,.vbox.box-flex2,.box-flex2{-webkit-box-flex:2;-moz-box-flex:2;box-flex:2;flex:2}.box-group1{-webkit-box-flex-group:1;-moz-box-flex-group:1;box-flex-group:1}.box-group2{-webkit-box-flex-group:2;-moz-box-flex-group:2;box-flex-group:2}.hbox.start,.vbox.start,.start{-webkit-box-pack:start;-moz-box-pack:start;box-pack:start;justify-content:flex-start}.hbox.end,.vbox.end,.end{-webkit-box-pack:end;-moz-box-pack:end;box-pack:end;justify-content:flex-end}.hbox.center,.vbox.center,.center{-webkit-box-pack:center;-moz-box-pack:center;box-pack:center;justify-content:center}.hbox.baseline,.vbox.baseline,.baseline{-webkit-box-pack:baseline;-moz-box-pack:baseline;box-pack:baseline;justify-content:baseline}.hbox.stretch,.vbox.stretch,.stretch{-webkit-box-pack:stretch;-moz-box-pack:stretch;box-pack:stretch;justify-content:stretch}.hbox.align-start,.vbox.align-start,.align-start{-webkit-box-align:start;-moz-box-align:start;box-align:start;align-items:flex-start}.hbox.align-end,.vbox.align-end,.align-end{-webkit-box-align:end;-moz-box-align:end;box-align:end;align-items:flex-end}.hbox.align-center,.vbox.align-center,.align-center{-webkit-box-align:center;-moz-box-align:center;box-align:center;align-items:center}.hbox.align-baseline,.vbox.align-baseline,.align-baseline{-webkit-box-align:baseline;-moz-box-align:baseline;box-align:baseline;align-items:baseline}.hbox.align-stretch,.vbox.align-stretch,.align-stretch{-webkit-box-align:stretch;-moz-box-align:stretch;box-align:stretch;align-items:stretch}div.error{margin:2em;text-align:center}div.error>h1{font-size:500%;line-height:normal}div.error>p{font-size:200%;line-height:normal}div.traceback-wrapper{text-align:left;max-width:800px;margin:auto}body{background-color:#fff;position:absolute;left:0;right:0;top:0;bottom:0;overflow:visible}#header{display:none;background-color:#fff;position:relative;z-index:100}#header #header-container{padding-bottom:5px;padding-top:5px;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box}#header .header-bar{width:100%;height:1px;background:#e7e7e7;margin-bottom:-1px}@media print{#header{display:none !important}}#header-spacer{width:100%;visibility:hidden}@media print{#header-spacer{display:none}}#ipython_notebook{padding-left:0;padding-top:1px;padding-bottom:1px}@media (max-width:991px){#ipython_notebook{margin-left:10px}}#noscript{width:auto;padding-top:16px;padding-bottom:16px;text-align:center;font-size:22px;color:red;font-weight:bold}#ipython_notebook img{height:28px}#site{width:100%;display:none;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;overflow:auto}@media print{#site{height:auto !important}}.ui-button .ui-button-text{padding:.2em .8em;font-size:77%}input.ui-button{padding:.3em .9em}span#login_widget{float:right}span#login_widget>.button,#logout{color:#333;background-color:#fff;border-color:#ccc}span#login_widget>.button:hover,#logout:hover,span#login_widget>.button:focus,#logout:focus,span#login_widget>.button.focus,#logout.focus,span#login_widget>.button:active,#logout:active,span#login_widget>.button.active,#logout.active,.open>.dropdown-togglespan#login_widget>.button,.open>.dropdown-toggle#logout{color:#333;background-color:#e6e6e6;border-color:#adadad}span#login_widget>.button:active,#logout:active,span#login_widget>.button.active,#logout.active,.open>.dropdown-togglespan#login_widget>.button,.open>.dropdown-toggle#logout{background-image:none}span#login_widget>.button.disabled,#logout.disabled,span#login_widget>.button[disabled],#logout[disabled],fieldset[disabled] span#login_widget>.button,fieldset[disabled] #logout,span#login_widget>.button.disabled:hover,#logout.disabled:hover,span#login_widget>.button[disabled]:hover,#logout[disabled]:hover,fieldset[disabled] span#login_widget>.button:hover,fieldset[disabled] #logout:hover,span#login_widget>.button.disabled:focus,#logout.disabled:focus,span#login_widget>.button[disabled]:focus,#logout[disabled]:focus,fieldset[disabled] span#login_widget>.button:focus,fieldset[disabled] #logout:focus,span#login_widget>.button.disabled.focus,#logout.disabled.focus,span#login_widget>.button[disabled].focus,#logout[disabled].focus,fieldset[disabled] span#login_widget>.button.focus,fieldset[disabled] #logout.focus,span#login_widget>.button.disabled:active,#logout.disabled:active,span#login_widget>.button[disabled]:active,#logout[disabled]:active,fieldset[disabled] span#login_widget>.button:active,fieldset[disabled] #logout:active,span#login_widget>.button.disabled.active,#logout.disabled.active,span#login_widget>.button[disabled].active,#logout[disabled].active,fieldset[disabled] span#login_widget>.button.active,fieldset[disabled] #logout.active{background-color:#fff;border-color:#ccc}span#login_widget>.button .badge,#logout .badge{color:#fff;background-color:#333}.nav-header{text-transform:none}#header>span{margin-top:10px}.modal_stretch .modal-dialog{display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch;min-height:80vh}.modal_stretch .modal-dialog .modal-body{max-height:calc(100vh - 200px);overflow:auto;flex:1}@media (min-width:768px){.modal .modal-dialog{width:700px}}@media (min-width:768px){select.form-control{margin-left:12px;margin-right:12px}}/*!
*
* IPython auth
*
*/.center-nav{display:inline-block;margin-bottom:-4px}/*!
*
* IPython tree view
*
*/.alternate_upload{background-color:none;display:inline}.alternate_upload.form{padding:0;margin:0}.alternate_upload input.fileinput{display:inline;opacity:0;z-index:2;width:12ex;margin-right:-12ex}.alternate_upload .btn-upload{height:22px}ul#tabs{margin-bottom:4px}ul#tabs a{padding-top:6px;padding-bottom:4px}ul.breadcrumb a:focus,ul.breadcrumb a:hover{text-decoration:none}ul.breadcrumb i.icon-home{font-size:16px;margin-right:4px}ul.breadcrumb span{color:#5e5e5e}.list_toolbar{padding:4px 0 4px 0;vertical-align:middle}.list_toolbar .tree-buttons{padding-top:1px}.dynamic-buttons{padding-top:3px;display:inline-block}.list_toolbar [class*="span"]{min-height:24px}.list_header{font-weight:bold;background-color:#eee}.list_placeholder{font-weight:bold;padding-top:4px;padding-bottom:4px;padding-left:7px;padding-right:7px}.list_container{margin-top:4px;margin-bottom:20px;border:1px solid #ddd;border-radius:2px}.list_container>div{border-bottom:1px solid #ddd}.list_container>div:hover .list-item{background-color:red}.list_container>div:last-child{border:none}.list_item:hover .list_item{background-color:#ddd}.list_item a{text-decoration:none}.list_item:hover{background-color:#fafafa}.action_col{text-align:right}.list_header>div,.list_item>div{padding-top:4px;padding-bottom:4px;padding-left:7px;padding-right:7px;line-height:22px}.list_header>div input,.list_item>div input{margin-right:7px;margin-left:14px;vertical-align:baseline;line-height:22px;position:relative;top:-1px}.list_header>div .item_link,.list_item>div .item_link{margin-left:-1px;vertical-align:baseline;line-height:22px}.new-file input[type=checkbox]{visibility:hidden}.item_name{line-height:22px;height:24px}.item_icon{font-size:14px;color:#5e5e5e;margin-right:7px;margin-left:7px;line-height:22px;vertical-align:baseline}.item_buttons{line-height:1em;margin-left:-5px}.item_buttons .btn-group,.item_buttons .input-group{float:left}.item_buttons>.btn,.item_buttons>.btn-group,.item_buttons>.input-group{margin-left:5px}.item_buttons .btn{min-width:13ex}.item_buttons .running-indicator{padding-top:4px;color:#5cb85c}.toolbar_info{height:24px;line-height:24px}input.nbname_input,input.engine_num_input{padding-top:3px;padding-bottom:3px;height:22px;line-height:14px;margin:0}input.engine_num_input{width:60px}.highlight_text{color:blue}#project_name{display:inline-block;padding-left:7px;margin-left:-2px}#project_name>.breadcrumb{padding:0;margin-bottom:0;background-color:transparent;font-weight:bold}#tree-selector{padding-right:0}#button-select-all{min-width:50px}#select-all{margin-left:7px;margin-right:2px}.menu_icon{margin-right:2px}.tab-content .row{margin-left:0;margin-right:0}.folder_icon:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f114"}.folder_icon:before.pull-left{margin-right:.3em}.folder_icon:before.pull-right{margin-left:.3em}.notebook_icon:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f02d";position:relative;top:-1px}.notebook_icon:before.pull-left{margin-right:.3em}.notebook_icon:before.pull-right{margin-left:.3em}.running_notebook_icon:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f02d";position:relative;top:-1px;color:#5cb85c}.running_notebook_icon:before.pull-left{margin-right:.3em}.running_notebook_icon:before.pull-right{margin-left:.3em}.file_icon:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f016";position:relative;top:-2px}.file_icon:before.pull-left{margin-right:.3em}.file_icon:before.pull-right{margin-left:.3em}#notebook_toolbar .pull-right{padding-top:0;margin-right:-1px}ul#new-menu{left:auto;right:0}.kernel-menu-icon{padding-right:12px;width:24px;content:"\f096"}.kernel-menu-icon:before{content:"\f096"}.kernel-menu-icon-current:before{content:"\f00c"}#tab_content{padding-top:20px}#running .panel-group .panel{margin-top:3px;margin-bottom:1em}#running .panel-group .panel .panel-heading{background-color:#eee;padding-top:4px;padding-bottom:4px;padding-left:7px;padding-right:7px;line-height:22px}#running .panel-group .panel .panel-heading a:focus,#running .panel-group .panel .panel-heading a:hover{text-decoration:none}#running .panel-group .panel .panel-body{padding:0}#running .panel-group .panel .panel-body .list_container{margin-top:0;margin-bottom:0;border:0;border-radius:0}#running .panel-group .panel .panel-body .list_container .list_item{border-bottom:1px solid #ddd}#running .panel-group .panel .panel-body .list_container .list_item:last-child{border-bottom:0}.delete-button{display:none}.duplicate-button{display:none}.rename-button{display:none}.shutdown-button{display:none}.dynamic-instructions{display:inline-block;padding-top:4px}/*!
*
* IPython text editor webapp
*
*/.selected-keymap i.fa{padding:0 5px}.selected-keymap i.fa:before{content:"\f00c"}#mode-menu{overflow:auto;max-height:20em}.edit_app #header{-webkit-box-shadow:0 0 12px 1px rgba(87,87,87,0.2);box-shadow:0 0 12px 1px rgba(87,87,87,0.2)}.edit_app #menubar .navbar{margin-bottom:-1px}.dirty-indicator{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);width:20px}.dirty-indicator.pull-left{margin-right:.3em}.dirty-indicator.pull-right{margin-left:.3em}.dirty-indicator-dirty{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);width:20px}.dirty-indicator-dirty.pull-left{margin-right:.3em}.dirty-indicator-dirty.pull-right{margin-left:.3em}.dirty-indicator-clean{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);width:20px}.dirty-indicator-clean.pull-left{margin-right:.3em}.dirty-indicator-clean.pull-right{margin-left:.3em}.dirty-indicator-clean:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f00c"}.dirty-indicator-clean:before.pull-left{margin-right:.3em}.dirty-indicator-clean:before.pull-right{margin-left:.3em}#filename{font-size:16pt;display:table;padding:0 5px}#current-mode{padding-left:5px;padding-right:5px}#texteditor-backdrop{padding-top:20px;padding-bottom:20px}@media not print{#texteditor-backdrop{background-color:#eee}}@media print{#texteditor-backdrop #texteditor-container .CodeMirror-gutter,#texteditor-backdrop #texteditor-container .CodeMirror-gutters{background-color:#fff}}@media not print{#texteditor-backdrop #texteditor-container .CodeMirror-gutter,#texteditor-backdrop #texteditor-container .CodeMirror-gutters{background-color:#fff}}@media not print{#texteditor-backdrop #texteditor-container{padding:0;background-color:#fff;-webkit-box-shadow:0 0 12px 1px rgba(87,87,87,0.2);box-shadow:0 0 12px 1px rgba(87,87,87,0.2)}}/*!
*
* IPython notebook
*
*/.ansibold{font-weight:bold}.ansiblack{color:black}.ansired{color:darkred}.ansigreen{color:darkgreen}.ansiyellow{color:#c4a000}.ansiblue{color:darkblue}.ansipurple{color:darkviolet}.ansicyan{color:steelblue}.ansigray{color:gray}.ansibgblack{background-color:black}.ansibgred{background-color:red}.ansibggreen{background-color:green}.ansibgyellow{background-color:yellow}.ansibgblue{background-color:blue}.ansibgpurple{background-color:magenta}.ansibgcyan{background-color:cyan}.ansibggray{background-color:gray}div.cell{border:1px solid transparent;display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch;border-radius:2px;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;border-width:thin;border-style:solid;width:100%;padding:5px;margin:0;outline:none}div.cell.selected{border-color:#ababab}@media print{div.cell.selected{border-color:transparent}}.edit_mode div.cell.selected{border-color:green}@media print{.edit_mode div.cell.selected{border-color:transparent}}.prompt{min-width:14ex;padding:.4em;margin:0;font-family:monospace;text-align:right;line-height:1.21429em}@media (max-width:540px){.prompt{text-align:left}}div.inner_cell{display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch;-webkit-box-flex:1;-moz-box-flex:1;box-flex:1;flex:1}@-moz-document url-prefix(){div.inner_cell{overflow-x:hidden}}div.input_area{border:1px solid #cfcfcf;border-radius:2px;background:#f7f7f7;line-height:1.21429em}div.prompt:empty{padding-top:0;padding-bottom:0}div.unrecognized_cell{padding:5px 5px 5px 0;display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch}div.unrecognized_cell .inner_cell{border-radius:2px;padding:5px;font-weight:bold;color:red;border:1px solid #cfcfcf;background:#eaeaea}div.unrecognized_cell .inner_cell a{color:inherit;text-decoration:none}div.unrecognized_cell .inner_cell a:hover{color:inherit;text-decoration:none}@media (max-width:540px){div.unrecognized_cell>div.prompt{display:none}}@media print{div.code_cell{page-break-inside:avoid}}div.input{page-break-inside:avoid;display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch}@media (max-width:540px){div.input{display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch}}div.input_prompt{color:navy;border-top:1px solid transparent}div.input_area>div.highlight{margin:.4em;border:none;padding:0;background-color:transparent}div.input_area>div.highlight>pre{margin:0;border:none;padding:0;background-color:transparent}.CodeMirror{line-height:1.21429em;font-size:14px;height:auto;background:none}.CodeMirror-scroll{overflow-y:hidden;overflow-x:auto}.CodeMirror-lines{padding:.4em}.CodeMirror-linenumber{padding:0 8px 0 4px}.CodeMirror-gutters{border-bottom-left-radius:2px;border-top-left-radius:2px}.CodeMirror pre{padding:0;border:0;border-radius:0}.highlight-base{color:#000}.highlight-variable{color:#000}.highlight-variable-2{color:#1a1a1a}.highlight-variable-3{color:#333}.highlight-string{color:#ba2121}.highlight-comment{color:#408080;font-style:italic}.highlight-number{color:#080}.highlight-atom{color:#88f}.highlight-keyword{color:#008000;font-weight:bold}.highlight-builtin{color:#008000}.highlight-error{color:#f00}.highlight-operator{color:#a2f;font-weight:bold}.highlight-meta{color:#a2f}.highlight-def{color:#00f}.highlight-string-2{color:#f50}.highlight-qualifier{color:#555}.highlight-bracket{color:#997}.highlight-tag{color:#170}.highlight-attribute{color:#00c}.highlight-header{color:blue}.highlight-quote{color:#090}.highlight-link{color:#00c}.cm-s-ipython span.cm-keyword{color:#008000;font-weight:bold}.cm-s-ipython span.cm-atom{color:#88f}.cm-s-ipython span.cm-number{color:#080}.cm-s-ipython span.cm-def{color:#00f}.cm-s-ipython span.cm-variable{color:#000}.cm-s-ipython span.cm-operator{color:#a2f;font-weight:bold}.cm-s-ipython span.cm-variable-2{color:#1a1a1a}.cm-s-ipython span.cm-variable-3{color:#333}.cm-s-ipython span.cm-comment{color:#408080;font-style:italic}.cm-s-ipython span.cm-string{color:#ba2121}.cm-s-ipython span.cm-string-2{color:#f50}.cm-s-ipython span.cm-meta{color:#a2f}.cm-s-ipython span.cm-qualifier{color:#555}.cm-s-ipython span.cm-builtin{color:#008000}.cm-s-ipython span.cm-bracket{color:#997}.cm-s-ipython span.cm-tag{color:#170}.cm-s-ipython span.cm-attribute{color:#00c}.cm-s-ipython span.cm-header{color:blue}.cm-s-ipython span.cm-quote{color:#090}.cm-s-ipython span.cm-link{color:#00c}.cm-s-ipython span.cm-error{color:#f00}.cm-s-ipython span.cm-tab{background:url();background-position:right;background-repeat:no-repeat}div.output_wrapper{position:relative;display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch;z-index:1}div.output_scroll{height:24em;width:100%;overflow:auto;border-radius:2px;-webkit-box-shadow:inset 0 2px 8px rgba(0,0,0,0.8);box-shadow:inset 0 2px 8px rgba(0,0,0,0.8);display:block}div.output_collapsed{margin:0;padding:0;display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch}div.out_prompt_overlay{height:100%;padding:0 .4em;position:absolute;border-radius:2px}div.out_prompt_overlay:hover{-webkit-box-shadow:inset 0 0 1px #000;box-shadow:inset 0 0 1px #000;background:rgba(240,240,240,0.5)}div.output_prompt{color:darkred}div.output_area{padding:0;page-break-inside:avoid;display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch}div.output_area .MathJax_Display{text-align:left !important}div.output_area .rendered_html table{margin-left:0;margin-right:0}div.output_area .rendered_html img{margin-left:0;margin-right:0}div.output_area img,div.output_area svg{max-width:100%;height:auto}div.output_area img.unconfined,div.output_area svg.unconfined{max-width:none}.output{display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch}@media (max-width:540px){div.output_area{display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch}}div.output_area pre{margin:0;padding:0;border:0;vertical-align:baseline;color:black;background-color:transparent;border-radius:0}div.output_subarea{overflow-x:auto;padding:.4em;-webkit-box-flex:1;-moz-box-flex:1;box-flex:1;flex:1;max-width:calc(100% - 14ex)}div.output_text{text-align:left;color:#000;line-height:1.21429em}div.output_stderr{background:#fdd}div.output_latex{text-align:left}div.output_javascript:empty{padding:0}.js-error{color:darkred}div.raw_input_container{font-family:monospace;padding-top:5px}input.raw_input{font-family:inherit;font-size:inherit;color:inherit;width:auto;vertical-align:baseline;padding:0 .25em;margin:0 .25em}input.raw_input:focus{box-shadow:none}p.p-space{margin-bottom:10px}div.output_unrecognized{padding:5px;font-weight:bold;color:red}div.output_unrecognized a{color:inherit;text-decoration:none}div.output_unrecognized a:hover{color:inherit;text-decoration:none}.rendered_html{color:#000}.rendered_html em{font-style:italic}.rendered_html strong{font-weight:bold}.rendered_html u{text-decoration:underline}.rendered_html :link{text-decoration:underline}.rendered_html :visited{text-decoration:underline}.rendered_html h1{font-size:185.7%;margin:1.08em 0 0 0;font-weight:bold;line-height:1}.rendered_html h2{font-size:157.1%;margin:1.27em 0 0 0;font-weight:bold;line-height:1}.rendered_html h3{font-size:128.6%;margin:1.55em 0 0 0;font-weight:bold;line-height:1}.rendered_html h4{font-size:100%;margin:2em 0 0 0;font-weight:bold;line-height:1}.rendered_html h5{font-size:100%;margin:2em 0 0 0;font-weight:bold;line-height:1;font-style:italic}.rendered_html h6{font-size:100%;margin:2em 0 0 0;font-weight:bold;line-height:1;font-style:italic}.rendered_html h1:first-child{margin-top:.538em}.rendered_html h2:first-child{margin-top:.636em}.rendered_html h3:first-child{margin-top:.777em}.rendered_html h4:first-child{margin-top:1em}.rendered_html h5:first-child{margin-top:1em}.rendered_html h6:first-child{margin-top:1em}.rendered_html ul{list-style:disc;margin:0 2em;padding-left:0}.rendered_html ul ul{list-style:square;margin:0 2em}.rendered_html ul ul ul{list-style:circle;margin:0 2em}.rendered_html ol{list-style:decimal;margin:0 2em;padding-left:0}.rendered_html ol ol{list-style:upper-alpha;margin:0 2em}.rendered_html ol ol ol{list-style:lower-alpha;margin:0 2em}.rendered_html ol ol ol ol{list-style:lower-roman;margin:0 2em}.rendered_html ol ol ol ol ol{list-style:decimal;margin:0 2em}.rendered_html *+ul{margin-top:1em}.rendered_html *+ol{margin-top:1em}.rendered_html hr{color:black;background-color:black}.rendered_html pre{margin:1em 2em}.rendered_html pre,.rendered_html code{border:0;background-color:#fff;color:#000;font-size:100%;padding:0}.rendered_html blockquote{margin:1em 2em}.rendered_html table{margin-left:auto;margin-right:auto;border:1px solid black;border-collapse:collapse}.rendered_html tr,.rendered_html th,.rendered_html td{border:1px solid black;border-collapse:collapse;margin:1em 2em}.rendered_html td,.rendered_html th{text-align:left;vertical-align:middle;padding:4px}.rendered_html th{font-weight:bold}.rendered_html *+table{margin-top:1em}.rendered_html p{text-align:left}.rendered_html *+p{margin-top:1em}.rendered_html img{display:block;margin-left:auto;margin-right:auto}.rendered_html *+img{margin-top:1em}.rendered_html img,.rendered_html svg{max-width:100%;height:auto}.rendered_html img.unconfined,.rendered_html svg.unconfined{max-width:none}div.text_cell{display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch}@media (max-width:540px){div.text_cell>div.prompt{display:none}}div.text_cell_render{outline:none;resize:none;width:inherit;border-style:none;padding:.5em .5em .5em .4em;color:#000;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box}a.anchor-link:link{text-decoration:none;padding:0 20px;visibility:hidden}h1:hover .anchor-link,h2:hover .anchor-link,h3:hover .anchor-link,h4:hover .anchor-link,h5:hover .anchor-link,h6:hover .anchor-link{visibility:visible}.text_cell.rendered .input_area{display:none}.text_cell.rendered .rendered_html{overflow-x:auto}.text_cell.unrendered .text_cell_render{display:none}.cm-header-1,.cm-header-2,.cm-header-3,.cm-header-4,.cm-header-5,.cm-header-6{font-weight:bold;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif}.cm-header-1{font-size:185.7%}.cm-header-2{font-size:157.1%}.cm-header-3{font-size:128.6%}.cm-header-4{font-size:110%}.cm-header-5{font-size:100%;font-style:italic}.cm-header-6{font-size:100%;font-style:italic}.widget-interact>div,.widget-interact>input{padding:2.5px}.widget-area{page-break-inside:avoid;display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch}.widget-area .widget-subarea{padding:.44em .4em .4em 1px;margin-left:6px;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch;-webkit-box-flex:2;-moz-box-flex:2;box-flex:2;flex:2;-webkit-box-align:start;-moz-box-align:start;box-align:start;align-items:flex-start}.widget-area.connection-problems .prompt:after{content:"\f127";font-family:'FontAwesome';color:#d9534f;font-size:14px;top:3px;padding:3px}.slide-track{border:1px solid #ccc;background:#fff;border-radius:2px}.widget-hslider{padding-left:8px;padding-right:2px;overflow:visible;width:350px;height:5px;max-height:5px;margin-top:13px;margin-bottom:10px;border:1px solid #ccc;background:#fff;border-radius:2px;display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch}.widget-hslider .ui-slider{border:0;background:none;display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch;-webkit-box-flex:1;-moz-box-flex:1;box-flex:1;flex:1}.widget-hslider .ui-slider .ui-slider-handle{width:12px;height:28px;margin-top:-8px;border-radius:2px}.widget-hslider .ui-slider .ui-slider-range{height:12px;margin-top:-4px;background:#eee}.widget-vslider{padding-bottom:5px;overflow:visible;width:5px;max-width:5px;height:250px;margin-left:12px;border:1px solid #ccc;background:#fff;border-radius:2px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch}.widget-vslider .ui-slider{border:0;background:none;margin-left:-4px;margin-top:5px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch;-webkit-box-flex:1;-moz-box-flex:1;box-flex:1;flex:1}.widget-vslider .ui-slider .ui-slider-handle{width:28px;height:12px;margin-left:-9px;border-radius:2px}.widget-vslider .ui-slider .ui-slider-range{width:12px;margin-left:-1px;background:#eee}.widget-text{width:350px;margin:0}.widget-listbox{width:350px;margin-bottom:0}.widget-numeric-text{width:150px;margin:0}.widget-progress{margin-top:6px;min-width:350px}.widget-progress .progress-bar{-webkit-transition:none;-moz-transition:none;-ms-transition:none;-o-transition:none;transition:none}.widget-combo-btn{min-width:125px}.widget_item .dropdown-menu li a{color:inherit}.widget-hbox{display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch}.widget-hbox input[type="checkbox"]{margin-top:9px;margin-bottom:10px}.widget-hbox .widget-label{min-width:10ex;padding-right:8px;padding-top:5px;text-align:right;vertical-align:text-top}.widget-hbox .widget-readout{padding-left:8px;padding-top:5px;text-align:left;vertical-align:text-top}.widget-vbox{display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch}.widget-vbox .widget-label{padding-bottom:5px;text-align:center;vertical-align:text-bottom}.widget-vbox .widget-readout{padding-top:5px;text-align:center;vertical-align:text-top}.widget-box{box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;-webkit-box-align:start;-moz-box-align:start;box-align:start;align-items:flex-start}.widget-radio-box{display:-webkit-box;-webkit-box-orient:vertical;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:vertical;-moz-box-align:stretch;display:box;box-orient:vertical;box-align:stretch;display:flex;flex-direction:column;align-items:stretch;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;padding-top:4px}.widget-radio-box label{margin-top:0;margin-left:20px}/*!
*
* IPython notebook webapp
*
*/@media (max-width:767px){.notebook_app{padding-left:0;padding-right:0}}#ipython-main-app{box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;height:100%}div#notebook_panel{margin:0;padding:0;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;height:100%}#notebook{font-size:14px;line-height:20px;overflow-y:hidden;overflow-x:auto;width:100%;padding-top:20px;margin:0;outline:none;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;min-height:100%}@media not print{#notebook-container{padding:15px;background-color:#fff;min-height:0;-webkit-box-shadow:0 0 12px 1px rgba(87,87,87,0.2);box-shadow:0 0 12px 1px rgba(87,87,87,0.2)}}div.ui-widget-content{border:1px solid #ababab;outline:none}pre.dialog{background-color:#f7f7f7;border:1px solid #ddd;border-radius:2px;padding:.4em;padding-left:2em}p.dialog{padding:.2em}pre,code,kbd,samp{white-space:pre-wrap}#fonttest{font-family:monospace}p{margin-bottom:0}.end_space{min-height:100px;transition:height .2s ease}.notebook_app #header{-webkit-box-shadow:0 0 12px 1px rgba(87,87,87,0.2);box-shadow:0 0 12px 1px rgba(87,87,87,0.2)}@media not print{.notebook_app{background-color:#eee}}.celltoolbar{border:thin solid #cfcfcf;border-bottom:none;background:#eee;border-radius:2px 2px 0 0;width:100%;height:29px;padding-right:4px;display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch;-webkit-box-pack:end;-moz-box-pack:end;box-pack:end;justify-content:flex-end}@media print{.celltoolbar{display:none}}.ctb_hideshow{display:none;vertical-align:bottom}.ctb_global_show .ctb_show.ctb_hideshow{display:block}.ctb_global_show .ctb_show+.input_area,.ctb_global_show .ctb_show+div.text_cell_input,.ctb_global_show .ctb_show~div.text_cell_render{border-top-right-radius:0;border-top-left-radius:0}.ctb_global_show .ctb_show~div.text_cell_render{border:1px solid #cfcfcf}.celltoolbar{font-size:87%;padding-top:3px}.celltoolbar select{display:block;width:100%;height:32px;padding:6px 12px;font-size:13px;line-height:1.42857143;color:#555;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:2px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);-webkit-transition:border-color ease-in-out .15s, box-shadow ease-in-out .15s;-o-transition:border-color ease-in-out .15s, box-shadow ease-in-out .15s;transition:border-color ease-in-out .15s, box-shadow ease-in-out .15s;height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:1px;width:inherit;font-size:inherit;height:22px;padding:0;display:inline-block}.celltoolbar select:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6)}.celltoolbar select::-moz-placeholder{color:#999;opacity:1}.celltoolbar select:-ms-input-placeholder{color:#999}.celltoolbar select::-webkit-input-placeholder{color:#999}.celltoolbar select[disabled],.celltoolbar select[readonly],fieldset[disabled] .celltoolbar select{cursor:not-allowed;background-color:#eee;opacity:1}textarea.celltoolbar select{height:auto}select.celltoolbar select{height:30px;line-height:30px}textarea.celltoolbar select,select[multiple].celltoolbar select{height:auto}.celltoolbar label{margin-left:5px;margin-right:5px}.completions{position:absolute;z-index:10;overflow:hidden;border:1px solid #ababab;border-radius:2px;-webkit-box-shadow:0 6px 10px -1px #adadad;box-shadow:0 6px 10px -1px #adadad}.completions select{background:white;outline:none;border:none;padding:0;margin:0;overflow:auto;font-family:monospace;font-size:110%;color:#000;width:auto}.completions select option.context{color:#286090}#kernel_logo_widget{float:right !important;float:right}#kernel_logo_widget .current_kernel_logo{display:none;margin-top:-1px;margin-bottom:-1px;width:32px;height:32px}#menubar{box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;margin-top:1px}#menubar .navbar{border-top:1px;border-radius:0 0 2px 2px;margin-bottom:0}#menubar .navbar-toggle{float:left;padding-top:7px;padding-bottom:7px;border:none}#menubar .navbar-collapse{clear:left}.nav-wrapper{border-bottom:1px solid #e7e7e7}i.menu-icon{padding-top:4px}ul#help_menu li a{overflow:hidden;padding-right:2.2em}ul#help_menu li a i{margin-right:-1.2em}.dropdown-submenu{position:relative}.dropdown-submenu>.dropdown-menu{top:0;left:100%;margin-top:-6px;margin-left:-1px}.dropdown-submenu:hover>.dropdown-menu{display:block}.dropdown-submenu>a:after{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);display:block;content:"\f0da";float:right;color:#333;margin-top:2px;margin-right:-10px}.dropdown-submenu>a:after.pull-left{margin-right:.3em}.dropdown-submenu>a:after.pull-right{margin-left:.3em}.dropdown-submenu:hover>a:after{color:#262626}.dropdown-submenu.pull-left{float:none}.dropdown-submenu.pull-left>.dropdown-menu{left:-100%;margin-left:10px}#notification_area{float:right !important;float:right;z-index:10}.indicator_area{float:right !important;float:right;color:#777;margin-left:5px;margin-right:5px;width:11px;z-index:10;text-align:center;width:auto}#kernel_indicator{float:right !important;float:right;color:#777;margin-left:5px;margin-right:5px;width:11px;z-index:10;text-align:center;width:auto;border-left:1px solid}#kernel_indicator .kernel_indicator_name{padding-left:5px;padding-right:5px}#modal_indicator{float:right !important;float:right;color:#777;margin-left:5px;margin-right:5px;width:11px;z-index:10;text-align:center;width:auto}#readonly-indicator{float:right !important;float:right;color:#777;margin-left:5px;margin-right:5px;width:11px;z-index:10;text-align:center;width:auto;margin-top:2px;margin-bottom:0;margin-left:0;margin-right:0;display:none}.modal_indicator:before{width:1.28571429em;text-align:center}.edit_mode .modal_indicator:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f040"}.edit_mode .modal_indicator:before.pull-left{margin-right:.3em}.edit_mode .modal_indicator:before.pull-right{margin-left:.3em}.command_mode .modal_indicator:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:' '}.command_mode .modal_indicator:before.pull-left{margin-right:.3em}.command_mode .modal_indicator:before.pull-right{margin-left:.3em}.kernel_idle_icon:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f10c"}.kernel_idle_icon:before.pull-left{margin-right:.3em}.kernel_idle_icon:before.pull-right{margin-left:.3em}.kernel_busy_icon:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f111"}.kernel_busy_icon:before.pull-left{margin-right:.3em}.kernel_busy_icon:before.pull-right{margin-left:.3em}.kernel_dead_icon:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f1e2"}.kernel_dead_icon:before.pull-left{margin-right:.3em}.kernel_dead_icon:before.pull-right{margin-left:.3em}.kernel_disconnected_icon:before{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;transform:translate(0, 0);content:"\f127"}.kernel_disconnected_icon:before.pull-left{margin-right:.3em}.kernel_disconnected_icon:before.pull-right{margin-left:.3em}.notification_widget{color:#777;z-index:10;background:rgba(240,240,240,0.5);margin-right:4px;color:#333;background-color:#fff;border-color:#ccc}.notification_widget:hover,.notification_widget:focus,.notification_widget.focus,.notification_widget:active,.notification_widget.active,.open>.dropdown-toggle.notification_widget{color:#333;background-color:#e6e6e6;border-color:#adadad}.notification_widget:active,.notification_widget.active,.open>.dropdown-toggle.notification_widget{background-image:none}.notification_widget.disabled,.notification_widget[disabled],fieldset[disabled] .notification_widget,.notification_widget.disabled:hover,.notification_widget[disabled]:hover,fieldset[disabled] .notification_widget:hover,.notification_widget.disabled:focus,.notification_widget[disabled]:focus,fieldset[disabled] .notification_widget:focus,.notification_widget.disabled.focus,.notification_widget[disabled].focus,fieldset[disabled] .notification_widget.focus,.notification_widget.disabled:active,.notification_widget[disabled]:active,fieldset[disabled] .notification_widget:active,.notification_widget.disabled.active,.notification_widget[disabled].active,fieldset[disabled] .notification_widget.active{background-color:#fff;border-color:#ccc}.notification_widget .badge{color:#fff;background-color:#333}.notification_widget.warning{color:#fff;background-color:#f0ad4e;border-color:#eea236}.notification_widget.warning:hover,.notification_widget.warning:focus,.notification_widget.warning.focus,.notification_widget.warning:active,.notification_widget.warning.active,.open>.dropdown-toggle.notification_widget.warning{color:#fff;background-color:#ec971f;border-color:#d58512}.notification_widget.warning:active,.notification_widget.warning.active,.open>.dropdown-toggle.notification_widget.warning{background-image:none}.notification_widget.warning.disabled,.notification_widget.warning[disabled],fieldset[disabled] .notification_widget.warning,.notification_widget.warning.disabled:hover,.notification_widget.warning[disabled]:hover,fieldset[disabled] .notification_widget.warning:hover,.notification_widget.warning.disabled:focus,.notification_widget.warning[disabled]:focus,fieldset[disabled] .notification_widget.warning:focus,.notification_widget.warning.disabled.focus,.notification_widget.warning[disabled].focus,fieldset[disabled] .notification_widget.warning.focus,.notification_widget.warning.disabled:active,.notification_widget.warning[disabled]:active,fieldset[disabled] .notification_widget.warning:active,.notification_widget.warning.disabled.active,.notification_widget.warning[disabled].active,fieldset[disabled] .notification_widget.warning.active{background-color:#f0ad4e;border-color:#eea236}.notification_widget.warning .badge{color:#f0ad4e;background-color:#fff}.notification_widget.success{color:#fff;background-color:#5cb85c;border-color:#4cae4c}.notification_widget.success:hover,.notification_widget.success:focus,.notification_widget.success.focus,.notification_widget.success:active,.notification_widget.success.active,.open>.dropdown-toggle.notification_widget.success{color:#fff;background-color:#449d44;border-color:#398439}.notification_widget.success:active,.notification_widget.success.active,.open>.dropdown-toggle.notification_widget.success{background-image:none}.notification_widget.success.disabled,.notification_widget.success[disabled],fieldset[disabled] .notification_widget.success,.notification_widget.success.disabled:hover,.notification_widget.success[disabled]:hover,fieldset[disabled] .notification_widget.success:hover,.notification_widget.success.disabled:focus,.notification_widget.success[disabled]:focus,fieldset[disabled] .notification_widget.success:focus,.notification_widget.success.disabled.focus,.notification_widget.success[disabled].focus,fieldset[disabled] .notification_widget.success.focus,.notification_widget.success.disabled:active,.notification_widget.success[disabled]:active,fieldset[disabled] .notification_widget.success:active,.notification_widget.success.disabled.active,.notification_widget.success[disabled].active,fieldset[disabled] .notification_widget.success.active{background-color:#5cb85c;border-color:#4cae4c}.notification_widget.success .badge{color:#5cb85c;background-color:#fff}.notification_widget.info{color:#fff;background-color:#5bc0de;border-color:#46b8da}.notification_widget.info:hover,.notification_widget.info:focus,.notification_widget.info.focus,.notification_widget.info:active,.notification_widget.info.active,.open>.dropdown-toggle.notification_widget.info{color:#fff;background-color:#31b0d5;border-color:#269abc}.notification_widget.info:active,.notification_widget.info.active,.open>.dropdown-toggle.notification_widget.info{background-image:none}.notification_widget.info.disabled,.notification_widget.info[disabled],fieldset[disabled] .notification_widget.info,.notification_widget.info.disabled:hover,.notification_widget.info[disabled]:hover,fieldset[disabled] .notification_widget.info:hover,.notification_widget.info.disabled:focus,.notification_widget.info[disabled]:focus,fieldset[disabled] .notification_widget.info:focus,.notification_widget.info.disabled.focus,.notification_widget.info[disabled].focus,fieldset[disabled] .notification_widget.info.focus,.notification_widget.info.disabled:active,.notification_widget.info[disabled]:active,fieldset[disabled] .notification_widget.info:active,.notification_widget.info.disabled.active,.notification_widget.info[disabled].active,fieldset[disabled] .notification_widget.info.active{background-color:#5bc0de;border-color:#46b8da}.notification_widget.info .badge{color:#5bc0de;background-color:#fff}.notification_widget.danger{color:#fff;background-color:#d9534f;border-color:#d43f3a}.notification_widget.danger:hover,.notification_widget.danger:focus,.notification_widget.danger.focus,.notification_widget.danger:active,.notification_widget.danger.active,.open>.dropdown-toggle.notification_widget.danger{color:#fff;background-color:#c9302c;border-color:#ac2925}.notification_widget.danger:active,.notification_widget.danger.active,.open>.dropdown-toggle.notification_widget.danger{background-image:none}.notification_widget.danger.disabled,.notification_widget.danger[disabled],fieldset[disabled] .notification_widget.danger,.notification_widget.danger.disabled:hover,.notification_widget.danger[disabled]:hover,fieldset[disabled] .notification_widget.danger:hover,.notification_widget.danger.disabled:focus,.notification_widget.danger[disabled]:focus,fieldset[disabled] .notification_widget.danger:focus,.notification_widget.danger.disabled.focus,.notification_widget.danger[disabled].focus,fieldset[disabled] .notification_widget.danger.focus,.notification_widget.danger.disabled:active,.notification_widget.danger[disabled]:active,fieldset[disabled] .notification_widget.danger:active,.notification_widget.danger.disabled.active,.notification_widget.danger[disabled].active,fieldset[disabled] .notification_widget.danger.active{background-color:#d9534f;border-color:#d43f3a}.notification_widget.danger .badge{color:#d9534f;background-color:#fff}div#pager{background-color:#fff;font-size:14px;line-height:20px;overflow:hidden;display:none;position:fixed;bottom:0;width:100%;max-height:50%;padding-top:8px;-webkit-box-shadow:0 0 12px 1px rgba(87,87,87,0.2);box-shadow:0 0 12px 1px rgba(87,87,87,0.2);z-index:100;top:auto !important}div#pager pre{line-height:1.21429em;color:#000;background-color:#f7f7f7;padding:.4em}div#pager #pager-button-area{position:absolute;top:8px;right:20px}div#pager #pager-contents{position:relative;overflow:auto;width:100%;height:100%}div#pager #pager-contents #pager-container{position:relative;padding:15px 0;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box}div#pager .ui-resizable-handle{top:0;height:8px;background:#f7f7f7;border-top:1px solid #cfcfcf;border-bottom:1px solid #cfcfcf}div#pager .ui-resizable-handle::after{content:'';top:2px;left:50%;height:3px;width:30px;margin-left:-15px;position:absolute;border-top:1px solid #cfcfcf}.quickhelp{display:-webkit-box;-webkit-box-orient:horizontal;-webkit-box-align:stretch;display:-moz-box;-moz-box-orient:horizontal;-moz-box-align:stretch;display:box;box-orient:horizontal;box-align:stretch;display:flex;flex-direction:row;align-items:stretch}.shortcut_key{display:inline-block;width:20ex;text-align:right;font-family:monospace}.shortcut_descr{display:inline-block;-webkit-box-flex:1;-moz-box-flex:1;box-flex:1;flex:1}span.save_widget{margin-top:6px}span.save_widget span.filename{height:1em;line-height:1em;padding:3px;margin-left:16px;border:none;font-size:146.5%;border-radius:2px}span.save_widget span.filename:hover{background-color:#e6e6e6}span.checkpoint_status,span.autosave_status{font-size:small}@media (max-width:767px){span.save_widget{font-size:small}span.checkpoint_status,span.autosave_status{display:none}}@media (min-width:768px) and (max-width:991px){span.checkpoint_status{display:none}span.autosave_status{font-size:x-small}}.toolbar{padding:0;margin-left:-5px;margin-top:2px;margin-bottom:5px;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box}.toolbar select,.toolbar label{width:auto;vertical-align:middle;margin-right:2px;margin-bottom:0;display:inline;font-size:92%;margin-left:.3em;margin-right:.3em;padding:0;padding-top:3px}.toolbar .btn{padding:2px 8px}.toolbar .btn-group{margin-top:0;margin-left:5px}#maintoolbar{margin-bottom:-3px;margin-top:-8px;border:0;min-height:27px;margin-left:0;padding-top:11px;padding-bottom:3px}#maintoolbar .navbar-text{float:none;vertical-align:middle;text-align:right;margin-left:5px;margin-right:0;margin-top:0}.select-xs{height:24px}@-moz-keyframes fadeOut{from{opacity:1}to{opacity:0}}@-webkit-keyframes fadeOut{from{opacity:1}to{opacity:0}}@-moz-keyframes fadeIn{from{opacity:0}to{opacity:1}}@-webkit-keyframes fadeIn{from{opacity:0}to{opacity:1}}.bigtooltip{overflow:auto;height:200px;-webkit-transition-property:height;-webkit-transition-duration:500ms;-moz-transition-property:height;-moz-transition-duration:500ms;transition-property:height;transition-duration:500ms}.smalltooltip{-webkit-transition-property:height;-webkit-transition-duration:500ms;-moz-transition-property:height;-moz-transition-duration:500ms;transition-property:height;transition-duration:500ms;text-overflow:ellipsis;overflow:hidden;height:80px}.tooltipbuttons{position:absolute;padding-right:15px;top:0;right:0}.tooltiptext{padding-right:30px}.ipython_tooltip{max-width:700px;-webkit-animation:fadeOut 400ms;-moz-animation:fadeOut 400ms;animation:fadeOut 400ms;-webkit-animation:fadeIn 400ms;-moz-animation:fadeIn 400ms;animation:fadeIn 400ms;vertical-align:middle;background-color:#f7f7f7;overflow:visible;border:#ababab 1px solid;outline:none;padding:3px;margin:0;padding-left:7px;font-family:monospace;min-height:50px;-moz-box-shadow:0 6px 10px -1px #adadad;-webkit-box-shadow:0 6px 10px -1px #adadad;box-shadow:0 6px 10px -1px #adadad;border-radius:2px;position:absolute;z-index:1000}.ipython_tooltip a{float:right}.ipython_tooltip .tooltiptext pre{border:0;border-radius:0;font-size:100%;background-color:#f7f7f7}.pretooltiparrow{left:0;margin:0;top:-16px;width:40px;height:16px;overflow:hidden;position:absolute}.pretooltiparrow:before{background-color:#f7f7f7;border:1px #ababab solid;z-index:11;content:"";position:absolute;left:15px;top:10px;width:25px;height:25px;-webkit-transform:rotate(45deg);-moz-transform:rotate(45deg);-ms-transform:rotate(45deg);-o-transform:rotate(45deg)}.terminal-app{background:#eee}.terminal-app #header{background:#fff;-webkit-box-shadow:0 0 12px 1px rgba(87,87,87,0.2);box-shadow:0 0 12px 1px rgba(87,87,87,0.2)}.terminal-app .terminal{float:left;font-family:monospace;color:white;background:black;padding:.4em;border-radius:2px;-webkit-box-shadow:0 0 12px 1px rgba(87,87,87,0.4);box-shadow:0 0 12px 1px rgba(87,87,87,0.4)}.terminal-app .terminal,.terminal-app .terminal dummy-screen{line-height:1em;font-size:14px}.terminal-app .terminal-cursor{color:black;background:white}.terminal-app #terminado-container{margin-top:20px}/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    /*
Placeholder for custom user CSS

mainly to be overridden in profile/static/custom/custom.css

This will always be an empty file in IPython
*/

    </style>


<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}

@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration -->

</head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[1]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="kn">import</span> <span class="nn">numpy</span><span class="o">,</span> <span class="nn">scipy</span><span class="o">,</span> <span class="nn">matplotlib.pyplot</span> <span class="kn">as</span> <span class="nn">plt</span><span class="o">,</span> <span class="nn">librosa</span><span class="o">,</span> <span class="nn">IPython.display</span><span class="o">,</span> <span class="nn">sklearn</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">14</span><span class="p">,</span><span class="mi">5</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="index.html">&larr; Back to Index</a></p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Spectral-Features">Spectral Features<a class="anchor-link" href="#Spectral-Features">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>For classification, we're going to be using new features in our arsenal: spectral moments (centroid, bandwidth, skewness, kurtosis) and other spectral statistics.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="https://en.wikipedia.org/wiki/Moment_(mathematics"><em>Moments</em></a> is a term used in physics and statistics. There are raw moments and central moments.</p>
<p>You are probably already familiar with two examples of moments: mean and variance. The first raw moment is known as the mean. The second central moment is known as the variance.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="librosa.feature.spectral_centroid"><code>librosa.feature.spectral_centroid</code><a class="anchor-link" href="#librosa.feature.spectral_centroid">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="http://bmcfee.github.io/librosa/generated/librosa.feature.spectral_centroid.html"><code>librosa.feature.spectral_centroid</code></a></p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[2]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">x</span><span class="p">,</span> <span class="n">fs</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s">&#39;simple_loop.wav&#39;</span><span class="p">)</span>
<span class="n">IPython</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">Audio</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">rate</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area"><div class="prompt output_prompt">Out[2]:</div>

<div class="output_html rendered_html output_subarea output_execute_result">

                <audio controls="controls" >
                    <source src="data:audio/wav;base64,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" type="audio/wav" />
                    Your browser does not support the audio element.
                </audio>
              
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[3]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">spectral_centroids</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">feature</span><span class="o">.</span><span class="n">spectral_centroid</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">spectral_centroids</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area"><div class="prompt output_prompt">Out[3]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>[&lt;matplotlib.lines.Line2D at 0x10abbc510&gt;]</pre>
</div>

</div>

<div class="output_area"><div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="librosa.feature.spectral_bandwidth"><code>librosa.feature.spectral_bandwidth</code><a class="anchor-link" href="#librosa.feature.spectral_bandwidth">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="http://bmcfee.github.io/librosa/generated/librosa.feature.spectral_bandwidth.html"><code>librosa.feature.spectral_bandwidth</code></a></p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[4]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">spectral_bandwidth</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">feature</span><span class="o">.</span><span class="n">spectral_bandwidth</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">spectral_bandwidth</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area"><div class="prompt output_prompt">Out[4]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>[&lt;matplotlib.lines.Line2D at 0x10ad656d0&gt;]</pre>
</div>

</div>

<div class="output_area"><div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="librosa.feature.spectral_contrast"><code>librosa.feature.spectral_contrast</code><a class="anchor-link" href="#librosa.feature.spectral_contrast">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="http://bmcfee.github.io/librosa/generated/librosa.feature.spectral_contrast.html"><code>librosa.feature.spectral_contrast</code></a></p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[5]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">spectral_contrast</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">feature</span><span class="o">.</span><span class="n">spectral_contrast</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>

<span class="c"># For visualization, scale each feature dimension to have zero mean and unit variance</span>
<span class="n">spectral_contrast</span> <span class="o">=</span> <span class="n">sklearn</span><span class="o">.</span><span class="n">preprocessing</span><span class="o">.</span><span class="n">scale</span><span class="p">(</span><span class="n">spectral_contrast</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>

<span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">specshow</span><span class="p">(</span><span class="n">spectral_contrast</span><span class="p">,</span> <span class="n">x_axis</span><span class="o">=</span><span class="s">&#39;time&#39;</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area"><div class="prompt output_prompt">Out[5]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.image.AxesImage at 0x10aea9610&gt;</pre>
</div>

</div>

<div class="output_area"><div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="librosa.feature.spectral_rolloff"><code>librosa.feature.spectral_rolloff</code><a class="anchor-link" href="#librosa.feature.spectral_rolloff">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="http://bmcfee.github.io/librosa/generated/librosa.feature.spectral_rolloff.html"><code>librosa.feature.spectral_rolloff</code></a></p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[6]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">spectral_rolloff</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">feature</span><span class="o">.</span><span class="n">spectral_rolloff</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">spectral_rolloff</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area"><div class="prompt output_prompt">Out[6]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>[&lt;matplotlib.lines.Line2D at 0x10aeda1d0&gt;]</pre>
</div>

</div>

<div class="output_area"><div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="index.html">&larr; Back to Index</a></p>

</div>
</div>
</div>
    </div>
  </div>
</body>
</html>
